Varun Kanade
Publications by Year
Research Areas
Machine Learning and Algorithms, Advanced Bandit Algorithms Research, Machine Learning and Data Classification, Adversarial Robustness in Machine Learning, Algorithms and Data Compression
Most-Cited Works
- → Hierarchical Clustering(2019)196 cited
- → Hierarchical Clustering: Objective Functions and Algorithms(2018)100 cited
- → SWARM: A Parallel Programming Framework for Multicore Processors(2007)67 cited
- → Efficient Learning of Generalized Linear and Single Index Models with Isotonic Regression(2011)63 cited
- → Decentralized Cooperative Stochastic Bandits(2018)54 cited
- → Reliably Learning the ReLU in Polynomial Time(2016)54 cited
- Online Learning in Markov Decision Processes with Adversarially Chosen Transition Probability Distributions(2013)
- Sleeping Experts and Bandits with Stochastic Action Availability and Adversarial Rewards(2009)
- → TAPAS: Tricks to Accelerate (encrypted) Prediction As a Service(2018)40 cited