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Abhin Shah
Publication Activity (10 Years)
Years Active: 2017-2023
Publications (10 Years): 19
Top Topics
Risk Minimization
Exponential Family
Differentially Private
Markov Random Field
Top Venues
CoRR
AISTATS
NeurIPS
ICASSP
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Publications
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Abhin Shah
,
Karthikeyan Shanmugam
,
Murat Kocaoglu
Front-door Adjustment Beyond Markov Equivalence with Limited Graph Knowledge.
NeurIPS
(2023)
Abhin Shah
,
Maohao Shen
,
Jongha Jon Ryu
,
Subhro Das
,
Prasanna Sattigeri
,
Yuheng Bu
,
Gregory W. Wornell
Group Fairness with Uncertainty in Sensitive Attributes.
CoRR
(2023)
Abhin Shah
,
Devavrat Shah
,
Gregory W. Wornell
On Computationally Efficient Learning of Exponential Family Distributions.
CoRR
(2023)
Abhin Shah
,
Karthikeyan Shanmugam
,
Murat Kocaoglu
Front-door Adjustment Beyond Markov Equivalence with Limited Graph Knowledge.
CoRR
(2023)
Abhin Shah
,
Wei-Ning Chen
,
Johannes Ballé
,
Peter Kairouz
,
Lucas Theis
Optimal Compression of Locally Differentially Private Mechanisms.
AISTATS
(2022)
Abhin Shah
,
Karthikeyan Shanmugam
,
Kartik Ahuja
Finding Valid Adjustments under Non-ignorability with Minimal DAG Knowledge.
AISTATS
(2022)
Abhin Shah
,
Yuheng Bu
,
Joshua K. Lee
,
Subhro Das
,
Rameswar Panda
,
Prasanna Sattigeri
,
Gregory W. Wornell
Selective Regression under Fairness Criteria.
ICML
(2022)
Abhin Shah
,
Raaz Dwivedi
,
Devavrat Shah
,
Gregory W. Wornell
On counterfactual inference with unobserved confounding.
CoRR
(2022)
Abhin Shah
,
Yuheng Bu
,
Joshua Ka-Wing Lee
,
Subhro Das
,
Rameswar Panda
,
Prasanna Sattigeri
,
Gregory W. Wornell
Selective Regression Under Fairness Criteria.
CoRR
(2021)
Abhin Shah
,
Kartik Ahuja
,
Karthikeyan Shanmugam
,
Dennis Wei
,
Kush R. Varshney
,
Amit Dhurandhar
Treatment Effect Estimation using Invariant Risk Minimization.
CoRR
(2021)
Abhin Shah
,
Devavrat Shah
,
Gregory W. Wornell
On Learning Continuous Pairwise Markov Random Fields.
AISTATS
(2021)
Abhin Shah
,
Karthikeyan Shanmugam
,
Kartik Ahuja
Finding Valid Adjustments under Non-ignorability with Minimal DAG Knowledge.
CoRR
(2021)
Abhin Shah
,
Devavrat Shah
,
Gregory W. Wornell
A Computationally Efficient Method for Learning Exponential Family Distributions.
CoRR
(2021)
Abhin Shah
,
Wei-Ning Chen
,
Johannes Balle
,
Peter Kairouz
,
Lucas Theis
Optimal Compression of Locally Differentially Private Mechanisms.
CoRR
(2021)
Abhin Shah
,
Kartik Ahuja
,
Karthikeyan Shanmugam
,
Dennis Wei
,
Kush R. Varshney
,
Amit Dhurandhar
Treatment Effect Estimation Using Invariant Risk Minimization.
ICASSP
(2021)
Abhin Shah
,
Devavrat Shah
,
Gregory W. Wornell
A Computationally Efficient Method for Learning Exponential Family Distributions.
NeurIPS
(2021)
Abhin Shah
,
Devavrat Shah
,
Gregory W. Wornell
On Learning Continuous Pairwise Markov Random Fields.
CoRR
(2020)
Abhin Shah
,
Nikhil Karamchandani
,
Suhas N. Diggavi
Coded Caching: Global vs Local Content Popularity.
CWIT
(2019)
Su Li
,
Abhin Shah
,
Michael Gastpar
Cooperative data exchange with weighted cost based on d-basis construction.
Allerton
(2017)