Omid Madani

According to our database, Omid Madani authored at least 46 papers between 1996 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

Tracking Changing Probabilities via Dynamic Learners.

Omid Madani

CoRR, 2024

2023

An information theoretic score for learning hierarchical concepts.

Omid Madani

Frontiers Comput. Neurosci., February, 2023

2022

Cisco Secure Workload Networks of Computing Hosts.

Omid Madani

Dataset, May, 2022

A Dataset of Networks of Computing Hosts.

Omid Madani, Sai Ankith Averineni, Shashidhar Gandham

Proceedings of the IWSPA@CODASPY 2022: Proceedings of the 2022 ACM on International Workshop on Security and Privacy Analytics, 2022

2021

Expedition: A System for the Unsupervised Learning of a Hierarchy of Concepts.

Omid Madani

CoRR, 2021

2020

Binomial Tails for Community Analysis.

Omid Madani, Thanh Ngo, Weifei Zeng, Sai Ankith Averine, Sasidhar Evuru, Varun Malhotra, Shashidhar Gandham, Navindra Yadav

CoRR, 2020

2019

ExplainIt! - A declarative root-cause analysis engine for time series data (extended version).

Vimalkumar Jeyakumar, Omid Madani, Ali Parandeh, Ashutosh Kulshreshtha, Weifei Zeng, Navindra Yadav

CoRR, 2019

ExplainIt! - A Declarative Root-cause Analysis Engine for Time Series Data.

Vimalkumar Jeyakumar, Omid Madani, Ali Parandeh, Ashutosh Kulshreshtha, Weifei Zeng, Navindra Yadav

Proceedings of the 2019 International Conference on Management of Data, 2019

2016

Decentralized Power Management in a Hybrid Fuel Cell Ultracapacitor System.

Omid Madani, Amit Bhattacharjee, Tuhin Das

IEEE Trans. Control. Syst. Technol., 2016

Data Driven Data Center Network Security.

Vimalkumar Jeyakumar, Omid Madani, Ali ParandehGheibi, Navindra Yadav

Proceedings of the 2016 ACM on International Workshop on Security And Privacy Analytics, 2016

2013

YouTube Multiview Video Games Dataset.

Omid Madani

Dataset, October, 2013

Reports of the 2013 AAAI Spring Symposium Series.

Vita Markman, Georgi Stojanov, Bipin Indurkhya, Takashi Kido, Keiki Takadama, George Dimitri Konidaris, Eric Eaton, Naohiro Matsumura, Renate Fruchter, Donald A. Sofge, William F. Lawless, Omid Madani, Rahul Sukthankar

AI Mag., 2013

Decentralized control of a fuel cell ultra-capacitor hybrid network.

Omid Madani, Tuhin Das

Proceedings of the American Control Conference, 2013

2012

On Using Nearly-Independent Feature Families for High Precision and Confidence.

Omid Madani, Manfred Georg, David A. Ross

Proceedings of the 4th Asian Conference on Machine Learning, 2012

Weakly Supervised Learning of Object Segmentations from Web-Scale Video.

Glenn Hartmann, Matthias Grundmann, Judy Hoffman, David Tsai, Vivek Kwatra, Omid Madani, Sudheendra Vijayanarasimhan, Irfan A. Essa, James M. Rehg, Rahul Sukthankar

Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

2010

Discounted deterministic Markov decision processes and discounted all-pairs shortest paths.

Omid Madani, Mikkel Thorup, Uri Zwick

ACM Trans. Algorithms, 2010

Discovery of numerous specific topics via term co-occurrence analysis.

Omid Madani, Jiye Yu

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009

Learning When Concepts Abound.

Omid Madani, Michael Connor, Wiley Greiner

J. Mach. Learn. Res., 2009

Efficient Online Learning and Prediction of Users' Desktop Actions.

Omid Madani, Hung Bui, Eric Yeh

Proceedings of the IJCAI 2009, 2009

Prediction and Discovery of Users' Desktop Behavior.

Omid Madani, Hung Bui, Eric Yeh

Proceedings of the Human Behavior Modeling, 2009

2008

Large-Scale Many-Class Learning.

Omid Madani, Michael Connor

Proceedings of the SIAM International Conference on Data Mining, 2008

On updates that constrain the features' connections during learning.

Omid Madani, Jian Huang

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Error-driven generalist+experts (edge): a multi-stage ensemble framework for text categorization.

Jian Huang, Omid Madani, C. Lee Giles

Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Systems Learning for Complex Pattern Problems.

Omid Madani

Proceedings of the Biologically Inspired Cognitive Architectures, 2008

2007

Recall Systems: Effcient Learning and Use of Category Indices.

Omid Madani, Wiley Greiner, David Kempe, Mohammad R. Salavatipour

Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007

Prediction Games in Infinitely Rich Worlds.

Omid Madani

Proceedings of the Computational Approaches to Representation Change during Learning and Development, 2007

Exploring Massive Learning via a Prediction System.

Omid Madani

Proceedings of the Computational Approaches to Representation Change during Learning and Development, 2007

2006

Active Learning with Feedback on Features and Instances.

Hema Raghavan, Omid Madani, Rosie Jones

J. Mach. Learn. Res., 2006

Generating query substitutions.

Rosie Jones, Benjamin Rey, Omid Madani, Wiley Greiner

Proceedings of the 15th international conference on World Wide Web, 2006

An Empirical Comparison of Algorithms for Aggregating Expert Predictions.

Varsha Dani, Omid Madani, David M. Pennock, Sumit K. Sanghai, Brian Galebach

Proceedings of the UAI '06, 2006

A large-scale analysis of query logs for assessing personalization opportunities.

Steve Wedig, Omid Madani

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Naïve filterbots for robust cold-start recommendations.

Seung-Taek Park, David M. Pennock, Omid Madani, Nathan Good, Dennis DeCoste

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

2005

InterActive Feature Selection.

Hema Raghavan, Omid Madani, Rosie Jones

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

Biasing web search results for topic familiarity.

Giridhar Kumaran, Rosie Jones, Omid Madani

Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

2004

Active Model Selection.

Omid Madani, Daniel J. Lizotte, Russell Greiner

Proceedings of the UAI '04, 2004

Co-Validation: Using Model Disagreement on Unlabeled Data to Validate Classification Algorithms.

Omid Madani, David M. Pennock, Gary William Flake

Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

The Budgeted Multi-armed Bandit Problem.

Omid Madani, Daniel J. Lizotte, Russell Greiner

Proceedings of the Learning Theory, 17th Annual Conference on Learning Theory, 2004

2003

On the undecidability of probabilistic planning and related stochastic optimization problems.

Omid Madani, Steve Hanks, Anne Condon

Artif. Intell., 2003

Budgeted Learning of Naive-Bayes Classifiers.

Daniel J. Lizotte, Omid Madani, Russell Greiner

Proceedings of the UAI '03, 2003

2002

Polynomial Value Iteration Algorithms for Detrerminstic MDPs.

Omid Madani

Proceedings of the UAI '02, 2002

Performance of Lookahead Control Policies in the Face of Abstractions and Approximations.

Ilya Levner, Vadim Bulitko, Omid Madani, Russell Greiner

Proceedings of the Abstraction, 2002

On Policy Iteration as a Newton s Method and Polynomial Policy Iteration Algorithms.

Omid Madani

Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28, 2002

2000

Optimal Information Gathering on the Internet with Time and Cost Constraints.

Oren Etzioni, Steve Hanks, Tao Jiang, Omid Madani

SIAM J. Comput., 2000

1999

On the Undecidability of Probabilistic Planning and Infinite-Horizon Partially Observable Markov Decision Problems.

Omid Madani, Steve Hanks, Anne Condon

Proceedings of the Sixteenth National Conference on Artificial Intelligence and Eleventh Conference on Innovative Applications of Artificial Intelligence, 1999

1997

Fast and Intuitive Clustering of Web Documents.

Oren Zamir, Oren Etzioni, Omid Madani, Richard M. Karp

Proceedings of the Third International Conference on Knowledge Discovery and Data Mining (KDD-97), 1997

1996

Efficient Information Gathering on the Internet (extended abstract).

Oren Etzioni, Steve Hanks, Tao Jiang, Richard M. Karp, Omid Madani, Orli Waarts

Proceedings of the 37th Annual Symposium on Foundations of Computer Science, 1996