Stratis Ioannidis

ACM Trans. Model. Perform. Evaluation Comput. Syst., December, 2023

Experimental Design Networks: A Paradigm for Serving Heterogeneous Learners Under Networking Constraints.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., October, 2023

Graph transfer learning.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., April, 2023

Multi-Modality Sensing and Data Fusion for Multi-Vehicle Detection.

[BibT_eX]

[DOI]

Kaushik Roy Chowdhury

IEEE Trans. Multim., 2023

Multiverse at the Edge: Interacting Real World and Digital Twins for Wireless Beamforming.

[BibT_eX]

[DOI]

CoRR, 2023

DualHSIC: HSIC-Bottleneck and Alignment for Continual Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Gateway Entities in Problematic Trajectories.

[BibT_eX]

[DOI]

Xi Leslie Chen

Abhratanu Dutta

Sindhu Kiranmai Ernala

Proceedings of the ACM Web Conference 2023, 2023

Joint Optimization of Storage and Transmission via Coding Traffic Flows for Content Distribution.

[BibT_eX]

[DOI]

Proceedings of the 21st International Symposium on Modeling and Optimization in Mobile, 2023

AlignGraph: A Group of Generative Models for Graphs.

[BibT_eX]

[DOI]

Kimia Shayestehfard

Dana H. Brooks

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

Stochastic Submodular Maximization via Polynomial Estimators.

[BibT_eX]

[DOI]

Gözde Özcan

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

SmoothHess: ReLU Network Feature Interactions via Stein's Lemma.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Cache-Enabled Federated Learning Systems.

[BibT_eX]

[DOI]

Proceedings of the Twenty-fourth International Symposium on Theory, 2023

Poster Abstract: Fair Training of Multiple Federated Learning Models on Resource Constrained Network Devices.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Information Processing in Sensor Networks, 2023

Communication-Aware DNN Pruning.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2023, 2023

DualHSIC: HSIC-Bottleneck and Alignment for Continual Learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Jointly Optimal Routing and Caching with Bounded Link Capacities.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2023

Accelerating Garbled Circuits in the Open Cloud Testbed with Multiple Network-Attached FPGAs.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2023

Towards Bias Correction of FedAvg over Nonuniform and Time-Varying Communications.

[BibT_eX]

[DOI]

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022

Deep Learning on Multimodal Sensor Data at the Wireless Edge for Vehicular Network.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2022

Radio Frequency Fingerprinting on the Edge.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2022

Spectral Ranking Regression.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2022

Sample complexity of rank regression using pairwise comparisons.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

Generalized Wireless Adversarial Deep Learning.

[BibT_eX]

[DOI]

Comput. Networks, 2022

SparCL: Sparse Continual Learning on the Edge.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Explanations of Black-Box Models based on Directional Feature Interactions.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Pruning Adversarially Robust Neural Networks without Adversarial Examples.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

Optimizing Designs Using Several Types of Memories on Modern FPGAs.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

Leveraging Synergies Between AI and Networking to Build Next Generation Edge Networks.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Collaboration and Internet Computing, 2022

Differentially Private Regression with Unbounded Covariates.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

DeepFIR: Channel-Robust Physical-Layer Deep Learning Through Adaptive Waveform Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2021

Cache Networks of Counting Queues.

[BibT_eX]

[DOI]

Yuanyuan Li

IEEE/ACM Trans. Netw., 2021

Online Caching Networks with Adversarial Guarantees.

[BibT_eX]

[DOI]

Proc. ACM Meas. Anal. Comput. Syst., 2021

JSAIT Editorial for the Special Issue on "Beyond Errors and Erasures: Coding for Data Management and Delivery in Networks".

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Inf. Theory, 2021

On the Sample Complexity of Rank Regression from Pairwise Comparisons.

[BibT_eX]

[DOI]

CoRR, 2021

Submodular Maximization via Taylor Series Approximation.

[BibT_eX]

[DOI]

Gözde Özcan

Armin Moharrer

Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

Robust Regression via Model Based Methods.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Structurally Guided Channel Attention Networks: SGCA-Net.

[BibT_eX]

[DOI]

Proceedings of the PETRA '21: The 14th PErvasive Technologies Related to Assistive Environments Conference, Virtual Event, Greece, 29 June, 2021

Automated ROP Diagnostic System based on Comparisons and U-Net Segmentation.

[BibT_eX]

[DOI]

Proceedings of the PETRA '21: The 14th PErvasive Technologies Related to Assistive Environments Conference, Virtual Event, Greece, 29 June, 2021

Revisiting Hilbert-Schmidt Information Bottleneck for Adversarial Robustness.

[BibT_eX]

[DOI]

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

Deep Learning on Visual and Location Data for V2I mmWave Beamforming.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Mobility, Sensing and Networking, 2021

Structural Visual Guidance Attention Networks In Retinopathy Of Prematurity.

[BibT_eX]

[DOI]

Michael F. Chiang

Katharina Viktoria Hoebel

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Rate Allocation and Content Placement in Cache Networks.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE Conference on Computer Communications, 2021

Deep Spectral Ranking.

[BibT_eX]

[DOI]

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

2020

RF Fingerprinting Unmanned Aerial Vehicles With Non-Standard Transmitter Waveforms.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2020

Massively Distributed Graph Distances.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2020

Kelly Cache Networks.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2020

Linear Regression from Strategic Data Sources.

[BibT_eX]

[DOI]

ACM Trans. Economics and Comput., 2020

No Radio Left Behind: Radio Fingerprinting Through Deep Learning of Physical-Layer Hardware Impairments.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Commun. Netw., 2020

Fair Caching Networks.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2020

Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging.

[BibT_eX]

[DOI]

npj Digit. Medicine, 2020

Deep Learning for RF Fingerprinting: A Massive Experimental Study.

[BibT_eX]

[DOI]

IEEE Internet Things Mag., 2020

Bandits Under The Influence (Extended Version).

[BibT_eX]

[DOI]

Silviu Maniu

Diana Catalina Cumpanasoiu

Bogdan Cautis

CoRR, 2020

DeepFIR: Addressing the Wireless Channel Action in Physical-Layer Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Hacking the Waveform: Generalized Wireless Adversarial Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2020

More Is Better: Data Augmentation for Channel-Resilient RF Fingerprinting.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2020

Deep Kernel Learning for Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2020 SIAM International Conference on Data Mining, 2020

Biosensor prediction of aggression in youth with autism using kernel-based methods.

[BibT_eX]

[DOI]

Tales Imbiriba

Proceedings of the PETRA '20: The 13th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, June 30, 2020

Machine Learning on Camera Images for Fast mmWave Beamforming.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2020

Universally Stable Cache Networks.

[BibT_eX]

[DOI]

Yuanyuan Li

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Exposing the Fingerprint: Dissecting the Impact of the Wireless Channel on Radio Fingerprinting.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Bandits Under the Influence.

[BibT_eX]

[DOI]

Silviu Maniu

Bogdan Cautis

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Open-World Class Discovery with Kernel Networks.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Learn-Prune-Share for Lifelong Learning.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Optimizing Use of Different Types of Memory for FPGAs in High Performance Computing.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

Fast and Accurate Ranking Regression.

[BibT_eX]

[DOI]

Ilkay Yildiz

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Classification and comparison via neural networks.

[BibT_eX]

[DOI]

Neural Networks, 2019

Distributing Frank-Wolfe via map-reduce.

[BibT_eX]

[DOI]

Armin Moharrer

Knowl. Inf. Syst., 2019

SIFO: Secure Computational Infrastructure Using FPGA Overlays.

[BibT_eX]

[DOI]

Xin Fang

Miriam Leeser

Int. J. Reconfigurable Comput., 2019

Deep Kernel Learning for Clustering.

[BibT_eX]

[DOI]

CoRR, 2019

A family of tractable graph metrics.

[BibT_eX]

[DOI]

José Bento

Appl. Netw. Sci., 2019

Accelerated Experimental Design for Pairwise Comparisons.

[BibT_eX]

[DOI]

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

Accelerating Large Garbled Circuits on an FPGA-enabled Cloud.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/ACM International Workshop on Heterogeneous High-performance Reconfigurable Computing, 2019

DeepRadioID: Real-Time Channel-Resilient Optimization of Deep Learning-based Radio Fingerprinting Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Twentieth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2019

Impairment Shift Keying: Covert Signaling by Deep Learning of Controlled Radio Imperfections.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Military Communications Conference, 2019

Improved interpretability for computer-aided severity assessment of retinopathy of prematurity.

[BibT_eX]

[DOI]

Henning Müller

Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

A Severity Score for Retinopathy of Prematurity.

[BibT_eX]

[DOI]

Peng Tian

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

ORACLE: Optimized Radio clAssification through Convolutional neuraL nEtworks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Optimal Cache Allocation under Network-Wide Capacity Constraint.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computing, Networking and Communications, 2019

Garbled Circuits in the Cloud using FPGA Enabled Nodes.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

MAC ID Spoofing-Resistant Radio Fingerprinting.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019

Spectrum Awareness at the Edge: Modulation Classification using Smartphones.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Symposium on Dynamic Spectrum Access Networks, 2019

Finding a 'New' Needle in the Haystack: Unseen Radio Detection in Large Populations Using Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Symposium on Dynamic Spectrum Access Networks, 2019

Variational Inference from Ranked Samples with Features.

[BibT_eX]

[DOI]

Proceedings of The 11th Asian Conference on Machine Learning, 2019

2018

Adaptive Caching Networks With Optimality Guarantees.

[BibT_eX]

[DOI]

Edmund M. Yeh

IEEE/ACM Trans. Netw., 2018

Jointly Optimal Routing and Caching for Arbitrary Network Topologies.

[BibT_eX]

[DOI]

Edmund Yeh

IEEE J. Sel. Areas Commun., 2018

Deep feature transfer between localization and segmentation tasks.

[BibT_eX]

[DOI]

James M. Brown

CoRR, 2018

Deep Learning Convolutional Neural Networks for Radio Identification.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2018

A Family of Tractable Graph Distances.

[BibT_eX]

[DOI]

José Bento

Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

Predicting Imminent Aggression Onset in Minimally-Verbal Youth with Autism Spectrum Disorder Using Preceding Physiological Signals.

[BibT_eX]

[DOI]

Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2018

Experimental Design under the Bradley-Terry Model.

[BibT_eX]

[DOI]

Peng Tian

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Time-Series Prediction of Proximal Aggression Onset in Minimally-Verbal Youth with Autism Spectrum Disorder Using Physiological Biosignals.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Iterative Spectral Method for Alternative Clustering.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

Intermediate Data Caching Optimization for Multi-Stage and Parallel Big Data Frameworks.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018

2017

Learning Combinations of Sigmoids Through Gradient Estimation.

[BibT_eX]

[DOI]

Andrea Montanari

CoRR, 2017

PNP: Fast Path Ensemble Method for Movie Design.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Secure Function Evaluation Using an FPGA Overlay Architecture.

[BibT_eX]

[DOI]

Xin Fang

Miriam Leeser

Proceedings of the 2017 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2017

2015

From Small-World Networks to Comparison-Based Search.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2015

Stable and scalable universal swarms.

[BibT_eX]

[DOI]

Distributed Comput., 2015

GraphSC: Parallel Secure Computation Made Easy.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Symposium on Security and Privacy, 2015

Truthful Linear Regression.

[BibT_eX]

[DOI]

Rachel Cummings

Katrina Ligett

Proceedings of The 28th Conference on Learning Theory, 2015

2014

Privacy Auctions for Recommender Systems.

[BibT_eX]

[DOI]

Pranav Dandekar

Nadia Fawaz

ACM Trans. Economics and Comput., 2014

Privacy tradeoffs in predictive analytics.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, 2014

Recommending with an agenda: active learning of private attributes using matrix factorization.

[BibT_eX]

[DOI]

Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

Budget Feasible Mechanisms for Experimental Design.

[BibT_eX]

[DOI]

Thibaut Horel

S. Muthukrishnan

Proceedings of the LATIN 2014: Theoretical Informatics - 11th Latin American Symposium, Montevideo, Uruguay, March 31, 2014

Optimal recommendations under attraction, aversion, and social influence.

[BibT_eX]

[DOI]

Wei Lu

Smriti Bhagat

Laks V. S. Lakshmanan

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Learning Mixtures of Linear Classifiers.

[BibT_eX]

[DOI]

Yuekai Sun

Andrea Montanari

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

2013

A Consensus-Focused Group Recommender System.

[BibT_eX]

[DOI]

S. Muthukrishnan

Jinyun Yan

CoRR, 2013

Linear Regression as a Non-cooperative Game.

[BibT_eX]

[DOI]

Patrick Loiseau

Proceedings of the Web and Internet Economics - 9th International Conference, 2013

Privacy-Preserving Ridge Regression on Hundreds of Millions of Records.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Symposium on Security and Privacy, 2013

A Time and Space Efficient Algorithm for Contextual Linear Bandits.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Privacy-preserving matrix factorization.

[BibT_eX]

[DOI]

Proceedings of the 2013 ACM SIGSAC Conference on Computer and Communications Security, 2013

2012

Distributed caching over heterogeneous mobile networks.

[BibT_eX]

[DOI]

Queueing Syst. Theory Appl., 2012

Identifying Users From Their Rating Patterns

[BibT_eX]

[DOI]

CoRR, 2012

Group recommendations via multi-armed bandits.

[BibT_eX]

[DOI]

Proceedings of the 21st World Wide Web Conference, 2012

Guess Who Rated This Movie: Identifying Users Through Subspace Clustering.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012

BlurMe: inferring and obfuscating user gender based on ratings.

[BibT_eX]

[DOI]

Proceedings of the Sixth ACM Conference on Recommender Systems, 2012

Hot or not: Interactive content search using comparisons.

[BibT_eX]

[DOI]

Proceedings of the 2012 Information Theory and Applications Workshop, 2012

Comparison-Based Learning with Rank Nets.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Machine Learning, 2012

Orchestrating massively distributed CDNs.

[BibT_eX]

[DOI]

Proceedings of the Conference on emerging Networking Experiments and Technologies, 2012

2011

Privacy Auctions for Inner Product Disclosures

[BibT_eX]

[DOI]

Pranav Dandekar

Nadia Fawaz

CoRR, 2011

Adaptive Content Search Through Comparisons

[BibT_eX]

[DOI]

CoRR, 2011

On the stability and optimality of universal swarms.

[BibT_eX]

[DOI]

Xia Zhou

Proceedings of the SIGMETRICS 2011, 2011

Distributed rating prediction in user generated content streams.

[BibT_eX]

[DOI]

Proceedings of the 2011 ACM Conference on Recommender Systems, 2011

Dissemination in opportunistic mobile ad-hoc networks: The power of the crowd.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

Content Search through Comparisons.

[BibT_eX]

[DOI]

Proceedings of the Automata, Languages and Programming - 38th International Colloquium, 2011

Distributed collaborative filtering over social networks.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual Allerton Conference on Communication, 2011

2010

Scalable and Reliable Searching in Unstructured Peer-to-peer Systems.

[BibT_eX]

[DOI]

PhD thesis, 2010

Incentivizing peer-assisted services: a fluid shapley value approach.

[BibT_eX]

[DOI]

Proceedings of the SIGMETRICS 2010, 2010

Surfing the Blogosphere: Optimal Personalized Strategies for Searching the Web.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

2009

Distributing content updates over a mobile social network.

[BibT_eX]

[DOI]

ACM SIGMOBILE Mob. Comput. Commun. Rev., 2009

On the strength of weak ties in mobile social networks.

[BibT_eX]

[DOI]

Proceedings of the Second ACM EuroSys Workshop on Social Network Systems, 2009

Absence of Evidence as Evidence of Absence: A Simple Mechanism for Scalable P2P Search.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

Optimal and Scalable Distribution of Content Updates over a Mobile Social Network.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

2008

On the design of hybrid peer-to-peer systems.

[BibT_eX]

[DOI]

Proceedings of the 2008 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2008

2006

A Brownian Motion Model for Last Encounter Routing.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2006. 25th IEEE International Conference on Computer Communications, 2006

2005

Towards an Understanding of EASE and Its Properties.

[BibT_eX]

[DOI]