Omid Madani

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Exploring Massive Learning via a Prediction System

Omid Madani, 2007, AAAI Fall Symposium: Computational Approaches to Representation Change during Learning and Development.

Learning When Concepts Abound

Omid Madani, Michael Connor, Wiley Greiner, 2009, J. Mach. Learn. Res..

Binomial Tails for Community Analysis pdf

Navindra Yadav, Omid Madani, Thanh Ngo, 2020, ArXiv.

Budgeted Learning of Naive-Bayes Classifiers pdf

Russell Greiner, Omid Madani, Daniel J. Lizotte, 2003, UAI.

Recall Systems: Effcient Learning and Use of Category Indices

Mohammad R. Salavatipour, David Kempe, Omid Madani, 2007, AISTATS.

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

Mikkel Thorup, Uri Zwick, Omid Madani, 2009, TALG.

Contextual recommender problems [extended abstract]

Dennis DeCoste, Omid Madani, 2005, UBDM '05.

Efficient Online Learning and Prediction of Users' Desktop Actions

Eric Yeh, Hung Hai Bui, Omid Madani, 2009, IJCAI.

Active Learning with Feedback on Features and Instances

Hema Raghavan, Omid Madani, Rosie Jones, 2006, J. Mach. Learn. Res..

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

Vadim Bulitko, Russell Greiner, Ilya Levner, 2002, SARA.

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

C. Lee Giles, Jian Huang, Omid Madani, 2008, CIKM '08.

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

Anne Condon, Omid Madani, Steve Hanks, 1999, AAAI/IAAI.

Decentralized control of a fuel cell ultra-capacitor hybrid network

Omid Madani, Tuhin Das, 2013, 2013 American Control Conference.

Generating query substitutions

Benjamin Rey, Omid Madani, Wiley Greiner, 2006, WWW '06.

Prediction and Discovery of Users' Desktop Behavior

Eric Yeh, Hung Hai Bui, Omid Madani, 2009, AAAI Spring Symposium: Human Behavior Modeling.

Efficient Information Gathering on the Internet* (extended abstract)

Oren Etzioni, Richard M. Karp, Orli Waarts, 1996, FOCS 1996.

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

Navindra Yadav, Omid Madani, Weifei Zeng, 2019, SIGMOD Conference.

Fast and Intuitive Clustering of Web Documents

Oren Etzioni, Richard M. Karp, Omid Madani, 1997, KDD.

Discovery of numerous specific topics via term co-occurrence analysis

Jiye Yu, Omid Madani, 2010, CIKM '10.

On updates that constrain the features' connections during learning

Jian Huang, Omid Madani, 2008, KDD.

Weakly Supervised Learning of Object Segmentations from Web-Scale Video

James M. Rehg, Irfan A. Essa, Rahul Sukthankar, 2012, ECCV Workshops.

On policy iteration as a Newton's method and polynomial policy iteration algorithms

Omid Madani, 2002, AAAI/IAAI.

Feedforward based transient control in solid oxide fuel cells

Omid Madani, Tuhin Das, Omid Madani, 2016 .

The Budgeted Multi-armed Bandit Problem

Russell Greiner, Omid Madani, Daniel J. Lizotte, 2004, COLT.

Biasing web search results for topic familiarity

Omid Madani, Giridhar Kumaran, Rosie Jones, 2005, CIKM '05.

Prediction Games in Infinitely Rich Worlds

Omid Madani, Omid Madani, 2007, AAAI Fall Symposium: Computational Approaches to Representation Change during Learning and Development.

Active Model Selection pdf

Russell Greiner, Omid Madani, Daniel J. Lizotte, 2004, UAI.

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

David M. Pennock, Gary William Flake, Omid Madani, 2004, NIPS.

Budgeted learning of nailve-bayes classifiers

Russell Greiner, Omid Madani, Daniel J. Lizotte, 2002, UAI 2002.

Efficient information gathering on the Internet

Oren Etzioni, Tao Jiang, Richard M. Karp, 1996, Proceedings of 37th Conference on Foundations of Computer Science.

Data Driven Data Center Network Security

Navindra Yadav, Omid Madani, Ali ParandehGheibi, 2016, IWSPA@CODASPY.

Systems Learning for Complex Pattern Problems

Omid Madani, 2008, AAAI Fall Symposium: Biologically Inspired Cognitive Architectures.

Transient Control in Multivariable Systems: A Study Motivated by Fuel Cells

Omid Madani, Tuhin Das, 2013 .

An Empirical Comparison of Algorithms for Aggregating Expert Predictions pdf

David M. Pennock, Varsha Dani, Omid Madani, 2006, UAI.

Invariant properties of solid oxide fuel cell systems with integrated reformers

Omid Madani, Tuhin Das, Andrew Slippey, 2015 .

Decentralized Power Management in a Hybrid Fuel Cell Ultracapacitor System

Omid Madani, Tuhin Das, Amit Bhattacharjee, 2016, IEEE Transactions on Control Systems Technology.

Polynomial Value Iteration Algorithms for Detrerminstic MDPs pdf

Omid Madani, Omid Madani, 2002, UAI.

Large-Scale Many-Class Learning

Omid Madani, Michael Connor, 2008, SDM.

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

Omid Madani, Steve Wedig, Omid Madani, 2006, KDD '06.

On using nearly-independent feature families for high precision and confidence

Manfred Georg, David A. Ross, Omid Madani, 2012, Machine Learning.

InterActive Feature Selection

Hema Raghavan, Omid Madani, Rosie Jones, 2005, IJCAI.

Naïve filterbots for robust cold-start recommendations

Nathaniel Good, David M. Pennock, Dennis DeCoste, 2006, KDD '06.

On the undecidability of probabilistic planning and related stochastic optimization problems

Anne Condon, Omid Madani, Steve Hanks, 2003, Artif. Intell..

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

Omid Madani, Omid Madani, 2021, ArXiv.

No . YR-2007-2 PREDICTION GAMES IN INFINITELY RICH WORLDS

Omid Madani, Omid Madani, 2006 .

Large-Scale Many-Class Prediction via Flat Techniques

Jian Huang, Omid Madani, 2009 .