Kiran K Thekumparampil
6 papers · 2015–2022 · 1 conference · across top CS/AI conferences
Achievements
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π Academic Marathon (7) π£ Hot Topic Early Bird π Cross-Pollinator (15) π Renaissance Researcher (6) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(20)
π§
Keyword Pioneer
π§¬
Topic Evolution
π₯
Unstoppable
(5)
Conferences
NIPS (6)
Top co-authors
Research topics
Keywords
minimax optimization
(2)
representation learning
(1)
low-rank matrix
(1)
non-convex optimization
(1)
convex optimization
(1)
collaborative filtering
(1)
preference learning
(1)
sample complexity
(1)
nonsmooth optimization
(1)
label noise
(1)
strongly convex
(1)
matrix completion
(1)
oracle complexity
(1)
alternating minimization
(1)
few-shot learning
(1)
nuclear norm minimization
(1)
collaborative ranking
(1)
multinomial logit
(1)
stochastic optimization
(1)
differential privacy
(1)
Papers
Bring Your Own Algorithm for Optimal Differentially Private Stochastic Minimax Optimization
NIPS 2022
Statistically and Computationally Efficient Linear Meta-representation Learning
NIPS 2021
Projection Efficient Subgradient Method and Optimal Nonsmooth Frank-Wolfe Method
NIPS 2020
Efficient Algorithms for Smooth Minimax Optimization
NIPS 2019
Robustness of conditional GANs to noisy labels
NIPS 2018
Collaboratively Learning Preferences from Ordinal Data
NIPS 2015