Statistical Tests for Optimization Efficiency. - Levi Boyles; Anoop Korattikara Balan; Deva Ramanan; Max Welling (NIPS, 2011)

Statistical Optimization of Non-Negative Matrix Factorization. - Anoop Korattikara Balan; Levi Boyles; Max Welling; Jingu Kim; Haesun Park (AISTATS, 2011)

Bayesian Posterior Sampling via Stochastic Gradient Fisher Scoring. - Sungjin Ahn; Anoop Korattikara Balan; Max Welling (ICML, 2012)

Approximate Slice Sampling for Bayesian Posterior Inference. - Christopher DuBois; Anoop Korattikara Balan; Max Welling; Padhraic Smyth (AISTATS, 2014)

Austerity in MCMC Land: Cutting the Metropolis-Hastings Budget. - Anoop Korattikara Balan; Yutian Chen 001; Max Welling (ICML, 2014)

Approximate Markov Chain Monte Carlo Algorithms for Large Scale Bayesian Inference. - Anoop Korattikara Balan (2014)

Im2Calories: Towards an Automated Mobile Vision Food Diary. - Austin Myers; Nick Johnston; Vivek Rathod; Anoop Korattikara; Alexander N. Gorban; Nathan Silberman; Sergio Guadarrama; George Papandreou; Jonathan Huang; Kevin Murphy 002 (ICCV, 2015)

Large-Scale Distributed Bayesian Matrix Factorization using Stochastic Gradient MCMC. - Sungjin Ahn; Anoop Korattikara; Nathan Liu; Suju Rajan; Max Welling (KDD, 2015)

Bayesian dark knowledge. - Anoop Korattikara Balan; Vivek Rathod; Kevin P. Murphy; Max Welling (NIPS, 2015)

Sequential Tests for Large-Scale Learning. - Anoop Korattikara; Yutian Chen 001; Max Welling (Neural Comput., 2016)

Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors. - Jonathan Huang; Vivek Rathod; Chen Sun 002; Menglong Zhu; Anoop Korattikara; Alireza Fathi; Ian Fischer; Zbigniew Wojna; Yang Song 009; Sergio Guadarrama; Kevin Murphy 002 (CVPR, 2017)

From Language to Goals: Inverse Reinforcement Learning for Vision-Based Instruction Following. - Justin Fu; Anoop Korattikara; Sergey Levine; Sergio Guadarrama (ICLR (Poster), 2019)

Measuring the Reliability of Reinforcement Learning Algorithms. - Stephanie C. Y. Chan; Samuel Fishman; Anoop Korattikara; John F. Canny; Sergio Guadarrama (ICLR, 2020)