Prateek Varshney
5 papers · 2020–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π
Interdisciplinary Bridge
π
Conference Polyglot
(5)
π
Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(12)
π§
Keyword Pioneer
Conferences
AISTATS (1)
COLING (1)
COLT (1)
NIPS (1)
SEMEVAL (1)
Top co-authors
Keywords
commonsense reasoning
(2)
stochastic gradient descent
(2)
differential privacy
(2)
natural language inference
(1)
sample complexity
(1)
bert model
(1)
natural language understanding
(1)
low-rank decomposition
(1)
statistical estimation
(1)
linear regression
(1)
alternating minimization
(1)
stochastic convex optimization
(1)
streaming algorithm
(1)
heavy-tailed distribution
(1)
gradient clipping
(1)
transformer neural network
(1)
sub-gaussian distribution
(1)
user personalization
(1)
siamese network
(1)
martingale concentration
(1)
Papers
Near-Optimal Streaming Heavy-Tailed Statistical Estimation with Clipped SGD
NIPS 2024
Sample-Efficient Personalization: Modeling User Parameters as Low Rank Plus Sparse Components
AISTATS 2024
(Nearly) Optimal Private Linear Regression for Sub-Gaussian Data via Adaptive Clipping
COLT 2022
CS-NET at SemEval-2020 Task 4: Siamese BERT for ComVE
COLING 2020
CS-NET at SemEval-2020 Task 4: Siamese BERT for ComVE
SEMEVAL 2020