Sreeram Kannan
13 papers · 2016–2022 · 7 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (6) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (7) 🐣 Hot Topic Early Bird
🌍
Conference Polyglot
(7)
🏃
Academic Marathon
(6)
🧭
Keyword Pioneer
🏆
Grand Slam
🗃️
Keyword Collector
(56)
💎
Century Club
(13)
🔥
Unstoppable
(5)
🚀
Conference Pioneer
Conferences
NIPS (5)
ICML (2)
UAI (2)
AAAI (1)
AISTATS (1)
ICLR (1)
NSDI (1)
Top co-authors
Keywords
information theory
(6)
conditional mutual information
(3)
mutual information
(3)
density estimation
(2)
deep learning
(2)
channel coding
(2)
generative adversarial network
(2)
information bottleneck
(2)
parameter estimation
(1)
information theoretic
(1)
causal inference
(1)
statistical testing
(1)
mutual information estimation
(1)
gradient descent
(1)
expectation maximization
(1)
cluster structure
(1)
conditional dependence
(1)
sample complexity
(1)
multivariate analysis
(1)
statistical hypothesis testing
(1)
Papers
DispersedLedger: High-Throughput Byzantine Consensus on Variable Bandwidth Networks
NSDI 2022
C-MI-GAN : Estimation of Conditional Mutual Information using MinMax formulation
UAI 2020
Learning in Gated Neural Networks
AISTATS 2020
Turbo Autoencoder: Deep learning based channel codes for point-to-point communication channels
NIPS 2019
Breaking the gridlock in Mixture-of-Experts: Consistent and Efficient Algorithms
ICML 2019
ClusterGAN: Latent Space Clustering in Generative Adversarial Networks
AAAI 2019
CCMI : Classifier based Conditional Mutual Information Estimation
UAI 2019
Estimators for Multivariate Information Measures in General Probability Spaces
NIPS 2018
Communication Algorithms via Deep Learning
ICLR 2018
Deepcode: Feedback Codes via Deep Learning
NIPS 2018
Estimating Mutual Information for Discrete-Continuous Mixtures
NIPS 2017
Discovering Potential Correlations via Hypercontractivity
NIPS 2017
Conditional Dependence via Shannon Capacity: Axioms, Estimators and Applications
ICML 2016