Kannan, Sreeram

13 publications

UAI 2020 C-MI-GAN : Estimation of Conditional Mutual Information Using MinMax Formulation Arnab Mondal, Arnab Bhattacharjee, Sudipto Mukherjee, Himanshu Asnani, Sreeram Kannan, A P Prathosh

AISTATS 2020 Learning in Gated Neural Networks Ashok Makkuva, Sewoong Oh, Sreeram Kannan, Pramod Viswanath

ICML 2019 Breaking the Gridlock in Mixture-of-Experts: Consistent and Efficient Algorithms Ashok Makkuva, Pramod Viswanath, Sreeram Kannan, Sewoong Oh

UAI 2019 CCMI : Classifier Based Conditional Mutual Information Estimation Sudipto Mukherjee, Himanshu Asnani, Sreeram Kannan

AAAI 2019 ClusterGAN: Latent Space Clustering in Generative Adversarial Networks Sudipto Mukherjee, Himanshu Asnani, Eugene Lin, Sreeram Kannan

CVPRW 2019 Dropping Pixels for Adversarial Robustness Hossein Hosseini, Sreeram Kannan, Radha Poovendran

NeurIPS 2019 Turbo Autoencoder: Deep Learning Based Channel Codes for Point-to-Point Communication Channels Yihan Jiang, Hyeji Kim, Himanshu Asnani, Sreeram Kannan, Sewoong Oh, Pramod Viswanath

ICLR 2018 Communication Algorithms via Deep Learning Hyeji Kim, Yihan Jiang, Ranvir B. Rana, Sreeram Kannan, Sewoong Oh, Pramod Viswanath

NeurIPS 2018 Deepcode: Feedback Codes via Deep Learning Hyeji Kim, Yihan Jiang, Sreeram Kannan, Sewoong Oh, Pramod Viswanath

NeurIPS 2018 Estimators for Multivariate Information Measures in General Probability Spaces Arman Rahimzamani, Himanshu Asnani, Pramod Viswanath, Sreeram Kannan

NeurIPS 2017 Discovering Potential Correlations via Hypercontractivity Hyeji Kim, Weihao Gao, Sreeram Kannan, Sewoong Oh, Pramod Viswanath

NeurIPS 2017 Estimating Mutual Information for Discrete-Continuous Mixtures Weihao Gao, Sreeram Kannan, Sewoong Oh, Pramod Viswanath

ICML 2016 Conditional Dependence via Shannon Capacity: Axioms, Estimators and Applications Weihao Gao, Sreeram Kannan, Sewoong Oh, Pramod Viswanath