Gautam Chandrasekaran
5 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(11)
❓
The Questioner
Conferences
NIPS (2)
COLT (1)
ICLR (1)
UAI (1)
Top co-authors
Keywords
learning theory
(2)
domain adaptation
(1)
sample complexity
(1)
pac learning
(1)
agnostic learning
(1)
distribution shift
(1)
stochastic process
(1)
classification error
(1)
follow the perturbed leader
(1)
regret bound
(1)
generalized linear model
(1)
massart noise
(1)
smoothed analysis
(1)
margin halfspace
(1)
proper learning
(1)
margin analysis
(1)
testable learning
(1)
multi-index model
(1)
gaussian surface area
(1)
discrepancy distance
(1)
Papers
Learning Neural Networks with Distribution Shift: Efficiently Certifiable Guarantees
ICLR 2025
Learning Noisy Halfspaces with a Margin: Massart is No Harder than Random
NIPS 2024
Efficient Discrepancy Testing for Learning with Distribution Shift
NIPS 2024
Smoothed Analysis for Learning Concepts with Low Intrinsic Dimension
COLT 2024
Learning in online MDPs: is there a price for handling the communicating case?
UAI 2023