Nimit Sohoni
4 papers · 2020–2020 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
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Hot Topic Early Bird
Venues
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Research topics
Keywords
causal inference
(1)
structured matrix
(1)
non-convex 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)
parameter efficiency
(1)
inference speed
(1)
observational data
(1)
gradient evaluation
(1)
instrumental variable
(1)
accelerated gradient descent
(1)
hidden stratification
(1)
quasar-convex function
(1)
neural network
(1)
Papers
Ivy: Instrumental Variable Synthesis for Causal Inference
AISTATS 2020
Kaleidoscope: An Efficient, Learnable Representation For All Structured Linear Maps
ICLR 2020
Near-Optimal Methods for Minimizing Star-Convex Functions and Beyond
COLT 2020
No Subclass Left Behind: Fine-Grained Robustness in Coarse-Grained Classification Problems
NeurIPS 2020