Nimit Sohoni
4 papers · 2020–2020 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
AISTATS (1)
COLT (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
causal inference
(1)
nonconvex optimization
(1)
causal effect estimation
(1)
gradient descent
(1)
robust estimation
(1)
distributionally robust optimization
(1)
complexity bound
(1)
causal effect
(1)
accelerated method
(1)
first-order method
(1)
observational datum
(1)
instrumental variable
(1)
hidden stratification
(1)
allele score
(1)
invalid iv candidate
(1)
subclass clustering
(1)
worst-case generalization
(1)
Papers
No Subclass Left Behind: Fine-Grained Robustness in Coarse-Grained Classification Problems
NIPS 2020
Ivy: Instrumental Variable Synthesis for Causal Inference
AISTATS 2020
Near-Optimal Methods for Minimizing Star-Convex Functions and Beyond
COLT 2020
Kaleidoscope: An Efficient, Learnable Representation For All Structured Linear Maps
ICLR 2020