Pramod Viswanath

27 papers · 2014–2024 · 9 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (9) 🏃 Academic Marathon (10) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (10) 🐝 Cross-Pollinator (10) 🧭 Keyword Pioneer 🤝 Dynamic Duo (18) 🏆 Keyword Champion 💎 Century Club (27) 🚀 Conference Pioneer 🔥 Unstoppable (8) ⚡ Prolific Year (5) 📈 Trend Setter 🗃️ Keyword Collector (117)

Conferences

NIPS (9) ICML (7) ACL (2) AISTATS (2) EMNLP (2) ICLR (2) CONLL (1) JMLR (1) NAACL (1)

Top co-authors

Sewoong Oh (18) Sreeram Kannan (9) Suma Bhat (7) Hyeji Kim (5) Peter Kairouz (5) Weihao Gao (5) Hongyu Gong (4) Jiaqi Mu (3) Yihan Jiang (3) Himanshu Asnani (2)

Research topics

Differential Privacy (2)

Keywords

information theory (6) mutual information (5) word embedding (4) semantic representation (3) deep learning (3) channel coding (3) differential privacy (3) staircase mechanism (2) kernel methods (2) neural network (2) density estimation (2) information bottleneck (2) entropy estimation (2) temporal information (2) network analysis (2) spatial information (2) sample complexity (1) semantic analysis (1) stochastic gradient descent (1) curriculum learning (1)

Papers

DeepPolar: Inventing Nonlinear Large-Kernel Polar Codes via Deep Learning ICML 2024

CRISP: Curriculum based Sequential neural decoders for Polar code family ICML 2023

KO codes: inventing nonlinear encoding and decoding for reliable wireless communication via deep-learning ICML 2021

Enriching Word Embeddings with Temporal and Spatial Information CONLL 2020

Learning in Gated Neural Networks AISTATS 2020

Enriching Word Embeddings with Temporal and Spatial Information EMNLP 2020

Turbo Autoencoder: Deep learning based channel codes for point-to-point communication channels NIPS 2019

Learning One-hidden-layer Neural Networks under General Input Distributions AISTATS 2019

Breaking the gridlock in Mixture-of-Experts: Consistent and Efficient Algorithms ICML 2019

Embedding Syntax and Semantics of Prepositions via Tensor Decomposition NAACL 2018

Deepcode: Feedback Codes via Deep Learning NIPS 2018

Estimators for Multivariate Information Measures in General Probability Spaces NIPS 2018

Preposition Sense Disambiguation and Representation EMNLP 2018

All-but-the-Top: Simple and Effective Postprocessing for Word Representations ICLR 2018

Communication Algorithms via Deep Learning ICLR 2018

Estimating Mutual Information for Discrete-Continuous Mixtures NIPS 2017

Discovering Potential Correlations via Hypercontractivity NIPS 2017

Deanonymization in the Bitcoin P2P Network NIPS 2017

Representing Sentences as Low-Rank Subspaces ACL 2017

MORSE: Semantic-ally Drive-n MORpheme SEgment-er ACL 2017

Extremal Mechanisms for Local Differential Privacy JMLR 2016

Breaking the Bandwidth Barrier: Geometrical Adaptive Entropy Estimation NIPS 2016

Conditional Dependence via Shannon Capacity: Axioms, Estimators and Applications ICML 2016

Metadata-conscious anonymous messaging ICML 2016

Secure Multi-party Differential Privacy NIPS 2015

The Composition Theorem for Differential Privacy ICML 2015

Extremal Mechanisms for Local Differential Privacy NIPS 2014