Pramod Viswanath
27 papers · 2014–2024 · 9 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (10) π Renaissance Researcher (5) π Interdisciplinary Bridge π£ Hot Topic Early Bird
πΊοΈ
Taxonomy Completionist
(10)
π
Cross-Pollinator
(10)
π§
Keyword Pioneer
π€
Dynamic Duo
(18)
π
Keyword Champion
π
Century Club
(27)
π
Conference Pioneer
π₯
Unstoppable
(8)
β‘
Prolific Year
(5)
π
Trend Setter
ποΈ
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
Research topics
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