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S Chandra Mouli
Researcher, MRS, Facebook
Joined
October 2017
Names
S Chandra Mouli
,
S. Chandra Mouli
Emails
****@purdue.edu
(Confirmed)
,
****@meta.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Researcher
MRS,
Facebook
(meta.com)
2024
–
Present
PhD student
Computer Science,
Purdue University
(purdue.edu)
2016
–
2024
Advisors, Relations & Conflicts
Coworker
Danielle Robinson
2023
–
2023
Coworker
Andrew Stuart
2023
–
2023
Coworker
Michael Mahoney
2023
–
2023
PhD Advisor
Bruno Ribeiro
2016
–
2023
Expertise
Deep learning
,
Out-of-distribution
Present
Physics-informed machine learning
Present
Causality
,
invariant representations
Present
Publications
Using Uncertainty Quantification to Characterize and Improve Out-of-Domain Learning for PDEs
S Chandra Mouli
,
Danielle C. Maddix
,
Shima Alizadeh
,
Gaurav Gupta
,
Andrew Stuart
,
Michael W. Mahoney
,
Bernie Wang
ICML 2024 Poster
Readers:
Everyone
MetaPhysiCa: Improving OOD Robustness in Physics-informed Machine Learning
S Chandra Mouli
,
Muhammad Alam
,
Bruno Ribeiro
ICLR 2024 spotlight
Readers:
Everyone
MetaPhysiCa: OOD Robustness in Physics-informed Machine Learning
S Chandra Mouli
,
Muhammad Alam
,
Bruno Ribeiro
Published: 03 Mar 2023, Last Modified: 28 Mar 2023
Physics4ML Poster
Readers:
Everyone
MetaPhysiCa: OOD Robustness in Physics-informed Machine Learning
S. Chandra Mouli
,
Muhammad Ashraful Alam
,
Bruno Ribeiro
2023 (modified: 24 Apr 2023)
CoRR 2023
Readers:
Everyone
MetaPhysiCa: Causality-aware Robustness to OOD Initial Conditions in Physics-informed Machine Learning
S Chandra Mouli
,
Bruno Ribeiro
Published: 01 Feb 2023, Last Modified: 13 Feb 2023
Submitted to ICLR 2023
Readers:
Everyone
Bias Challenges in Counterfactual Data Augmentation
S Chandra Mouli
,
Yangze Zhou
,
Bruno Ribeiro
Published: 09 Jul 2022, Last Modified: 05 May 2023
CRL@UAI 2022 Poster
Readers:
Everyone
Bias Challenges in Counterfactual Data Augmentation
S. Chandra Mouli
,
Yangze Zhou
,
Bruno Ribeiro
2022 (modified: 24 Apr 2023)
CoRR 2022
Readers:
Everyone
Asymmetry Learning for Counterfactually-invariant Classification in OOD Tasks
S. Chandra Mouli
,
Bruno Ribeiro
2022 (modified: 24 Apr 2023)
ICLR 2022
Readers:
Everyone
Asymmetry Learning for Counterfactually-invariant Classification in OOD Tasks
S Chandra Mouli
,
Bruno Ribeiro
Published: 28 Jan 2022, Last Modified: 13 Feb 2023
ICLR 2022 Oral
Readers:
Everyone
Deceptive Deletions for Protecting Withdrawn Posts on Social Media Platforms
Mohsen Minaei
,
S. Chandra Mouli
,
Mainack Mondal
,
Bruno Ribeiro
,
Aniket Kate
2021 (modified: 24 Apr 2023)
NDSS 2021
Readers:
Everyone
View all 17 publications
Co-Authors
Abhishek Naik
Andrew Stuart
Aniket Kate
Bernie Wang
Bruno Ribeiro
Danielle C. Maddix
Gaurav Gupta
Jennifer Neville
Leonardo Teixeira
Mainack Mondal
Michael W. Mahoney
Mohsen Minaei
Muhammad Alam
Muhammad Ashraful Alam
Shima Alizadeh
Sutanu Chakraborti
Yangze Zhou