Aram Galstyan

Nagesh Panyam Chandrasekarasastry

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Resolving Ambiguities in Text-to-Image Generative Models.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Neural Architecture Search for Parameter-Efficient Fine-tuning of Large Pre-trained Language Models.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Toward More Accurate and Generalizable Evaluation Metrics for Task-Oriented Dialogs.

[BibT_eX]

[DOI]

Abishek Komma

Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

ParaAMR: A Large-Scale Syntactically Diverse Paraphrase Dataset by AMR Back-Translation.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Jointly Reparametrized Multi-Layer Adaptation for Efficient and Private Tuning.

[BibT_eX]

[DOI]

Umang Gupta

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Measuring and Mitigating Local Instability in Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Overcoming Concept Shift in Domain-Aware Settings through Consolidated Internal Distributions.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

A Metric Space for Point Process Excitations.

[BibT_eX]

[DOI]

Myrl G. Marmarelis

K. S. M. Tozammel Hossain

J. Artif. Intell. Res., 2022

Identifying geopolitical event precursors using attention-based LSTMs.

[BibT_eX]

[DOI]

Frontiers Artif. Intell., 2022

A Survey on Bias and Fairness in Machine Learning.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2022

Is the Elephant Flying? Resolving Ambiguities in Text-to-Image Generative Models.

[BibT_eX]

[DOI]

CoRR, 2022

Bounding the Effects of Continuous Treatments for Hidden Confounders.

[BibT_eX]

[DOI]

Myrl G. Marmarelis

CoRR, 2022

Inferring topological transitions in pattern-forming processes with self-supervised learning.

[BibT_eX]

[DOI]

CoRR, 2022

An Analysis of The Effects of Decoding Algorithms on Fairness in Open-Ended Language Generation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Robust Conversational Agents against Imperceptible Toxicity Triggers.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

StATIK: Structure and Text for Inductive Knowledge Graph Completion.

[BibT_eX]

[DOI]

Elan Markowitz

Keshav Balasubramanian

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Temporal Generalization for Spoken Language Understanding.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2022

Formal limitations of sample-wise information-theoretic generalization bounds.

[BibT_eX]

[DOI]

Hrayr Harutyunyan

Proceedings of the IEEE Information Theory Workshop, 2022

Learning Under Label Noise for Robust Spoken Language Understanding systems.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2022, 2022

Unsupervised Syntactically Controlled Paraphrase Generation with Abstract Meaning Representations.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Failure Modes of Domain Generalization Algorithms.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

DEAM: Dialogue Coherence Evaluation using AMR-based Semantic Manipulations.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

On the Intrinsic and Extrinsic Fairness Evaluation Metrics for Contextualized Language Representations.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

2021

Identifying and Analyzing Cryptocurrency Manipulations in Social Media.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., 2021

Discovering Higher-Order Interactions Through Neural Information Decomposition.

[BibT_eX]

[DOI]

Kyle Reing

Entropy, 2021

Bin2vec: learning representations of binary executable programs for security tasks.

[BibT_eX]

[DOI]

Cybersecur., 2021

Attributing Fair Decisions with Attention Interventions.

[BibT_eX]

[DOI]

CoRR, 2021

Domain Adaptation for Sentiment Analysis Using Increased Intraclass Separation.

[BibT_eX]

[DOI]

CoRR, 2021

Identifying botnet IP address clusters using natural language processing techniques on honeypot command logs.

[BibT_eX]

[DOI]

CoRR, 2021

Fast Graph Learning with Unique Optimal Solutions.

[BibT_eX]

[DOI]

CoRR, 2021

MUSCLE: Strengthening Semi-Supervised Learning Via Concurrent Unsupervised Learning Using Mutual Information Maximization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

q-Paths: Generalizing the geometric annealing path using power means.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

Hamiltonian Dynamics with Non-Newtonian Momentum for Rapid Sampling.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Information-theoretic generalization bounds for black-box learning algorithms.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Implicit SVD for Graph Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Plot-guided Adversarial Example Construction for Evaluating Open-domain Story Generation.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

DiSCoL: Toward Engaging Dialogue Systems through Conversational Line Guided Response Generation.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations, 2021

Graph Traversal with Tensor Functionals: A Meta-Algorithm for Scalable Learning.

[BibT_eX]

[DOI]

Elan Sopher Markowitz

Keshav Balasubramanian

Proceedings of the 9th International Conference on Learning Representations, 2021

Partner-Assisted Learning for Few-Shot Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Lawyers are Dishonest? Quantifying Representational Harms in Commonsense Knowledge Resources.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

One-shot Learning for Temporal Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the 3rd Conference on Automated Knowledge Base Construction, 2021

Influence Decompositions For Neural Network Attribution.

[BibT_eX]

[DOI]

Kyle Reing

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

Layer-Wise Neural Network Compression via Layer Fusion.

[BibT_eX]

[DOI]

James O'Neill

Proceedings of the Asian Conference on Machine Learning, 2021

ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Exacerbating Algorithmic Bias through Fairness Attacks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Maximizing Multivariate Information With Error-Correcting Codes.

[BibT_eX]

[DOI]

Kyle Reing

IEEE Trans. Inf. Theory, 2020

Stacking models for nearly optimal link prediction in complex networks.

[BibT_eX]

[DOI]

Proc. Natl. Acad. Sci. USA, 2020

Likelihood Ratio Exponential Families.

[BibT_eX]

[DOI]

CoRR, 2020

Annealed Importance Sampling with q-Paths.

[BibT_eX]

[DOI]

CoRR, 2020

Leveraging Clickstream Trajectories to Reveal Low-Quality Workers in Crowdsourced Forecasting Platforms.

[BibT_eX]

[DOI]

CoRR, 2020

Compressing Deep Neural Networks via Layer Fusion.

[BibT_eX]

[DOI]

James O'Neill

CoRR, 2020

Robust Classification under Class-Dependent Domain Shift.

[BibT_eX]

[DOI]

CoRR, 2020

Sequential Unsupervised Domain Adaptation through Prototypical Distributions.

[BibT_eX]

[DOI]

CoRR, 2020

Event Cartography: Latent Point Process Embeddings.

[BibT_eX]

[DOI]

Myrl G. Marmarelis

CoRR, 2020

Towards Learning Representations of Binary Executable Files for Security Tasks.

[BibT_eX]

[DOI]

CoRR, 2020

Graph Embedding with Personalized Context Distribution.

[BibT_eX]

[DOI]

Proceedings of the Companion of The 2020 Web Conference 2020, 2020

Improving generalization by controlling label-noise information in neural network weights.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

All in the Exponential Family: Bregman Duality in Thermodynamic Variational Inference.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Man is to Person as Woman is to Location: Measuring Gender Bias in Named Entity Recognition.

[BibT_eX]

[DOI]

Proceedings of the HT '20: 31st ACM Conference on Hypertext and Social Media, 2020

Anchor Attention for Hybrid Crowd Forecasts Aggregation.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

Predictive Engagement: An Efficient Metric for Automatic Evaluation of Open-Domain Dialogue Systems.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Modeling Dialogues with Hashcode Representations: A Nonparametric Approach.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Nearly-Unsupervised Hashcode Representations for Relation Extraction.

[BibT_eX]

[DOI]

CoRR, 2019

Efficient Covariance Estimation from Temporal Data.

[BibT_eX]

[DOI]

CoRR, 2019

Better Automatic Evaluation of Open-Domain Dialogue Systems with Contextualized Embeddings.

[BibT_eX]

[DOI]

Sarik Ghazarian

Johnny Tian-Zheng Wei

Nanyun Peng

CoRR, 2019

Coupled Clustering of Time-Series and Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

Fast structure learning with modular regularization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Exact Rate-Distortion in Autoencoders via Echo Noise.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

SAGE: A Hybrid Geopolitical Event Forecasting System.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

Nearly-Unsupervised Hashcode Representations for Biomedical Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Deep Structured Neural Network for Event Temporal Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

BioRelEx 1.0: Biological Relation Extraction Benchmark.

[BibT_eX]

[DOI]

Proceedings of the 18th BioNLP Workshop and Shared Task, 2019

Debiasing community detection: the importance of lowly connected nodes.

[BibT_eX]

[DOI]

Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

Auto-Encoding Total Correlation Explanation.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

Kernelized Hashcode Representations for Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Capturing Edge Attributes via Network Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., 2018

Adaptive decision making via entropy minimization.

[BibT_eX]

[DOI]

Ali E. Abbas

Zbigniew R. Struzik

Int. J. Approx. Reason., 2018

Evading the Adversary in Invariant Representation.

[BibT_eX]

[DOI]

CoRR, 2018

Adaptive prior probabilities via optimization of risk and entropy.

[BibT_eX]

[DOI]

Ali E. Abbas

Zbigniew R. Struzik

CoRR, 2018

Stochastic Learning of Nonstationary Kernels for Natural Language Modeling.

[BibT_eX]

[DOI]

Sahil Garg

CoRR, 2018

From <i>Alt-Right to Alt-Rechts</i>: Twitter Analysis of the 2017 German Federal Election.

[BibT_eX]

[DOI]

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

A Forest Mixture Bound for Block-Free Parallel Inference.

[BibT_eX]

[DOI]

Neal Lawton

Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018

Invariant Representations without Adversarial Training.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Dialogue Modeling Via Hash Functions.

[BibT_eX]

[DOI]

Proceedings of the Linguistic and Cognitive Approaches To Dialog Agents Workshop co-located with the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI-ECAI 2018), 2018

Embedding Networks with Edge Attributes.

[BibT_eX]

[DOI]

Proceedings of the 29th on Hypertext and Social Media, 2018

Mining and Forecasting Career Trajectories of Music Artists.

[BibT_eX]

[DOI]

Proceedings of the 29th on Hypertext and Social Media, 2018

2017

Memory-induced mechanism for self-sustaining activity in networks.

[BibT_eX]

[DOI]

CoRR, 2017

Efficient Representation for Natural Language Processing via Kernelized Hashcodes.

[BibT_eX]

[DOI]

CoRR, 2017

Emergence of Leadership in Communication.

[BibT_eX]

[DOI]

CoRR, 2017

Unifying Local and Global Change Detection in Dynamic Networks.

[BibT_eX]

[DOI]

CoRR, 2017

Low Complexity Gaussian Latent Factor Models and a Blessing of Dimensionality.

[BibT_eX]

[DOI]

CoRR, 2017

Multitask Learning and Benchmarking with Clinical Time Series Data.

[BibT_eX]

[DOI]

CoRR, 2017

Sifting Common Information from Many Variables.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Scalable Temporal Latent Space Inference for Link Prediction in Dynamic Social Networks (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Disentangled representations via synergy minimization.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Allerton Conference on Communication, 2017

2016

Scalable Temporal Latent Space Inference for Link Prediction in Dynamic Social Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

The DARPA Twitter Bot Challenge.

[BibT_eX]

[DOI]

CoRR, 2016

Toward Interpretable Topic Discovery via Anchored Correlation Explanation.

[BibT_eX]

[DOI]

CoRR, 2016

The DARPA Twitter Bot Challenge.

[BibT_eX]

[DOI]

Computer, 2016

Latent Space Model for Multi-Modal Social Data.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on World Wide Web, 2016

Predicting Online Extremism, Content Adopters, and Interaction Reciprocity.

[BibT_eX]

[DOI]

Proceedings of the Social Informatics - 8th International Conference, 2016

Unsupervised Entity Resolution on Multi-type Graphs.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web - ISWC 2016, 2016

Variational Information Maximization for Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Relative value of diverse brain MRI and blood-based biomarkers for predicting cognitive decline in the elderly.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2016: Image Processing, 2016

The Information Sieve.

[BibT_eX]

[DOI]

Proceedings of the 33nd International Conference on Machine Learning, 2016

Modeling Concept Dependencies in a Scientific Corpus.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Extracting Biomolecular Interactions Using Semantic Parsing of Biomedical Text.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Estimating Mutual Information by Local Gaussian Approximation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015

Information-Theoretic Clustering of Neuroimaging Metrics Related to Cognitive Decline in the Elderly.

[BibT_eX]

[DOI]

Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2015

Information-theoretic characterization of blood panel predictors for brain atrophy and cognitive decline in the elderly.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Maximally Informative Hierarchical Representations of High-Dimensional Data.

[BibT_eX]

[DOI]

Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

Efficient Estimation of Mutual Information for Strongly Dependent Variables.

[BibT_eX]

[DOI]

Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

2014

Mixed Membership Blockmodels for Dynamic Networks with Feedback.

[BibT_eX]

[DOI]

Proceedings of the Handbook of Mixed Membership Models and Their Applications., 2014

Modeling Temporal Activity Patterns in Dynamic Social Networks.

[BibT_eX]

[DOI]

Vasanthan Raghavan

Alexander G. Tartakovsky

IEEE Trans. Comput. Soc. Syst., 2014

Scalable Link Prediction in Dynamic Networks via Non-Negative Matrix Factorization.

[BibT_eX]

[DOI]

Linhong Zhu

CoRR, 2014

Understanding confounding effects in linguistic coordination: an information-theoretic approach.

[BibT_eX]

[DOI]

CoRR, 2014

Opinion Dynamics with Confirmation Bias.

[BibT_eX]

[DOI]

CoRR, 2014

Active Inference for Binary Symmetric Hidden Markov Models.

[BibT_eX]

[DOI]

CoRR, 2014

Tripartite graph clustering for dynamic sentiment analysis on social media.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Management of Data, 2014

Discovering Structure in High-Dimensional Data Through Correlation Explanation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Demystifying Information-Theoretic Clustering.

[BibT_eX]

[DOI]

Proceedings of the 31th International Conference on Machine Learning, 2014

Where and Why Users "Check In".

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Activation Cascades in Structured Populations.

[BibT_eX]

[DOI]

Proceedings of the Handbook of Human Computation, 2013

Latent Point Process Models for Spatial-Temporal Networks

[BibT_eX]

[DOI]

P. Jeffrey Brantingham

George E. Tita

CoRR, 2013

Phase Transitions in Community Detection: A Solvable Toy Model.

[BibT_eX]

[DOI]

Cristopher Moore

CoRR, 2013

Coevolutionary networks of reinforcement-learning agents.

[BibT_eX]

[DOI]

CoRR, 2013

Continuous strategy replicator dynamics for multi-agent Q-learning.

[BibT_eX]

[DOI]

Auton. Agents Multi Agent Syst., 2013

Information-theoretic measures of influence based on content dynamics.

[BibT_eX]

[DOI]

Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

Sentiment Prediction Using Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Weblogs and Social Media, 2013

Coupled hidden markov models for user activity in social networks.

[BibT_eX]

[DOI]

Vasanthan Raghavan

Alexander G. Tartakovsky

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

Statistical Tests for Contagion in Observational Social Network Studies.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013

2012

Inferring Predictive Links in Social Media Using Content Transfer

[BibT_eX]

[DOI]

CoRR, 2012

Hidden Markov Models for the Activity Profile of Terrorist Groups

[BibT_eX]

[DOI]

Vasanthan Raghavan

Alexander G. Tartakovsky

CoRR, 2012

Information transfer in social media.

[BibT_eX]

[DOI]

Proceedings of the 21st World Wide Web Conference 2012, 2012

Adaptive agents on evolving networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

2011

Dynamics of Softmax Q-Learning in Two-Player Two-Action Games

[BibT_eX]

[DOI]

CoRR, 2011

Replicator Dynamics of Co-Evolving Networks

[BibT_eX]

[DOI]

CoRR, 2011

A Sequence of Relaxations Constraining Hidden Variable Models

[BibT_eX]

[DOI]

CoRR, 2011

Statistical Mechanics of Semi-Supervised Clustering in Sparse Graphs

[BibT_eX]

[DOI]

CoRR, 2011

Statistical Mechanics of Semi-Supervised Clustering in Sparse Graphs (Abstract).

[BibT_eX]

[DOI]

Proceedings of the UAI 2011, 2011

A Sequence of Relaxation Constraining Hidden Variable Models.

[BibT_eX]

[DOI]

Proceedings of the UAI 2011, 2011

Comparative Analysis of Viterbi Training and Maximum Likelihood Estimation for HMMs.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Social Mechanics: An Empirically Grounded Science of Social Media.

[BibT_eX]

[DOI]

Proceedings of the Future of the Social Web, 2011

Co-Evolution of Selection and Influence in Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010

Replicator Dynamics of Coevolving Networks.

[BibT_eX]

[DOI]

Proceedings of the Complex Adaptive Systems: Resilience, 2010

2009

Community Detection with and without Prior Information

[BibT_eX]

[DOI]

CoRR, 2009

Maximizing Influence Propagation in Networks with Community Structure

[BibT_eX]

[DOI]

Vahe L. Musoyan

CoRR, 2009

Continuous Strategy Replicator Dynamics for Multi-Agent Learning.

[BibT_eX]

[DOI]

CoRR, 2009

On Maximum a Posteriori Estimation of Hidden Markov Processes.

[BibT_eX]

[DOI]

Proceedings of the UAI 2009, 2009

TENTACLES: Self-configuring robotic radio networks in unknown environments.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009

2008

Top-down vs bottom-up methodologies in multi-agent system design.

[BibT_eX]

[DOI]

Valentino Crespi

Auton. Robots, 2008

Analysis of social voting patterns on digg.

[BibT_eX]

[DOI]

Proceedings of the first Workshop on Online Social Networks, 2008

Influence Propagation in Modular Networks.

[BibT_eX]

[DOI]

Proceedings of the Social Information Processing, 2008

2007

Empirical Comparison of "Hard" and "Soft" Label Propagation for Relational Classification.

[BibT_eX]

[DOI]

Proceedings of the Inductive Logic Programming, 17th International Conference, 2007

2006

Analysis of Dynamic Task Allocation in Multi-Robot Systems.

[BibT_eX]

[DOI]

Int. J. Robotics Res., 2006

Iterative Relational Classification Through Three-State Epidemic Dynamics.

[BibT_eX]

[DOI]

Proceedings of the Intelligence and Security Informatics, 2006

Relational Classification Through Three-State Epidemic Dynamics.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Information Fusion, 2006

2005

Resource Allocation in the Grid with Learning Agents.

[BibT_eX]

[DOI]

Karl Czajkowski

J. Grid Comput., 2005

Modeling and mathematical analysis of swarms of microscopic robots.

[BibT_eX]

[DOI]

Tad Hogg

Proceedings of the 2005 IEEE Swarm Intelligence Symposium, 2005

Inferring Useful Heuristics from the Dynamics of Iterative Relational Classifiers.

[BibT_eX]

[DOI]

Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

Comparative analysis of top-down and bottom-up methodologies for multi-agent system design.

[BibT_eX]

[DOI]

Valentino Crespi

Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005

2004

Mathematical Analysis of Multi-Agent Systems

[BibT_eX]

[DOI]