Anoop Korattikara

Google (United States) — United States

Mathematics · Physical Sciences

11h-index4.0kcitations19works0.02yr avg
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Research Topics

Markov Chains and Monte Carlo Methods(8), Bayesian Methods and Mixture Models(5), Gaussian Processes and Bayesian Inference(5), Machine Learning and Algorithms(4), Advanced Neural Network Applications(3)

Publications19 total

Measuring the Reliability of Reinforcement Learning Algorithms
arXiv (Cornell University)·2020· 19 citedOpen Access
Measuring the Reliability of Reinforcement Learning Algorithms
arXiv (Cornell University)·2019· 41 citedOpen Access
From Language to Goals: Inverse Reinforcement Learning for Vision-Based Instruction Following.
arXiv (Cornell University)·2019· 3 citedOpen Access
From Language to Goals: Inverse Reinforcement Learning for Vision-Based Instruction Following
arXiv (Cornell University)·2019· 66 citedOpen Access
Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors
2017· 2.6k cited
Speed/accuracy trade-offs for modern convolutional object detectors
arXiv (Cornell University)·2016· 157 citedOpen Access
G-RMI Object Detection
2016· 2 cited
Sequential Tests for Large-Scale Learning
Neural Computation·2015· 2 cited
Im2Calories: Towards an Automated Mobile Vision Food Diary
2015· 486 cited
Large-Scale Distributed Bayesian Matrix Factorization using Stochastic Gradient MCMC
2015· 46 cited
Bayesian Dark Knowledge
arXiv (Cornell University)·2015· 134 citedOpen Access
Bayesian Dark Knowledge
Data Archiving and Networked Services (DANS)·2015· 78 citedOpen Access
Large-Scale Distributed Bayesian Matrix Factorization using Stochastic\n Gradient MCMC
arXiv (Cornell University)·2015Open Access
Large-Scale Distributed Bayesian Matrix Factorization using Stochastic Gradient MCMC
arXiv (Cornell University)·2015· 10 citedOpen Access
Approximate Slice Sampling for Bayesian Posterior Inference
UvA-DARE (University of Amsterdam)·2014· 7 citedOpen Access
Austerity in MCMC Land: Cutting the Metropolis-Hastings Budget
UvA-DARE (University of Amsterdam)·2013· 167 citedOpen Access
Bayesian Posterior Sampling via Stochastic Gradient Fisher Scoring
UvA-DARE (University of Amsterdam)·2012· 113 citedOpen Access
Statistical Tests for Optimization Efficiency
2011· 8 cited
Untitled
UvA-DARE (University of Amsterdam)· 1 citedOpen Access

Frequent Co-authors

Max Welling(11), Sergio Guadarrama(8), Vivek Rathod(6), Jonathan Huang(4), Kevin Murphy(4), Sungjin Ahn(4), Menglong Zhu(3), Alireza Fathi(3), Zbigniew Wojna(3), Yutian Chen(3), Nathan Liu(3), Suju Rajan(3), Chen Sun(2), Ian Fischer(2), Yang Song(2), Kevin J. Murphy(2), Justin Fu(2), Sergey Levine(2), Stephanie C. Y. Chan(2), John Canny(2)