Kiran K Thekumparampil
6 papers · 2015–2022 · 1 venue · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird 🧬 Topic Evolution
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(6)
Mathematics & Optimization
(3)
Learning Types
(3)
Optimization
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Security & Privacy
(1)
Application Areas
(1)
Applications
(1)
Core AI
(1)
Core Methods
(1)
Differential Privacy
(1)
Learning Paradigms
(1)
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)
multinomial logit
(1)
label noise
(1)
strongly convex
(1)
matrix completion
(1)
oracle complexity
(1)
alternating minimization
(1)
few-shot learning
(1)
nuclear norm minimization
(1)
choice modeling
(1)
collaborative ranking
(1)
stochastic optimization
(1)
differential privacy
(1)
Papers
Bring Your Own Algorithm for Optimal Differentially Private Stochastic Minimax Optimization
NeurIPS 2022
Statistically and Computationally Efficient Linear Meta-representation Learning
NeurIPS 2021
Projection Efficient Subgradient Method and Optimal Nonsmooth Frank-Wolfe Method
NeurIPS 2020
Efficient Algorithms for Smooth Minimax Optimization
NeurIPS 2019
Robustness of conditional GANs to noisy labels
NeurIPS 2018
Collaboratively Learning Preferences from Ordinal Data
NeurIPS 2015