Sham M. Kakade
68 papers
· 2007–2025
· 5 conferences
· across top CS/AI conferences
Achievements
π
Conference Polyglot
(5)
π
Academic Marathon
(18)
π
Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(33)
π§
Keyword Pioneer
π
Renaissance Researcher
(6)
π£
Hot Topic Early Bird
π
Interdisciplinary Bridge
π
Keyword Trendsetter Combo
(3)
π
Conference Loyalist
(24)
π
Triple Crown
π
Keyword Champion
(2)
π±
Topic Pioneer
π¬
Deep Specialist
(14)
ποΈ
Keyword Collector
(132)
β‘
Prolific Year
(8)
π
Conference Pioneer
π
Trend Setter
β
The Questioner
(5)
π
Century Club
(68)
π₯
Unstoppable
(19)
Conferences
NIPS (24)
ICLR (18)
ICML (10)
COLT (8)
JMLR (8)
Top co-authors
Research topics
Keywords
stochastic gradient descent
(7)
parameter estimation
(5)
spectral method
(5)
gradient descent
(5)
regret bound
(5)
sample complexity
(3)
online learning
(3)
neural network optimization
(3)
excess risk
(3)
computational complexity
(3)
online optimization
(3)
unsupervised learning
(3)
strongly convex
(3)
learning theory
(3)
linear regression
(3)
convex optimization
(3)
compressed sensing
(2)
non-convex optimization
(2)
multi-agent reinforcement learning
(2)
nash equilibrium
(2)
Papers
Meta-Learning with Implicit Gradients
NIPS 2019
How to Escape Saddle Points Efficiently
ICML 2017
Learning Overcomplete HMMs
NIPS 2017
Super-Resolution Off the Grid
NIPS 2015