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Sathya N. Ravi
Assistant Professor, University of Illinois, Chicago
Joined
September 2018
Names
Sathya N. Ravi
(Preferred)
,
Sathya Narayanan Ravi
,
Sathya Ravi
Emails
****@wisc.edu
(Confirmed)
,
****@uic.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Assistant Professor
University of Illinois, Chicago
(uic.edu)
2019
–
Present
PhD student
University of Wisconsin, Madison
(wisc.edu)
2015
–
2019
Advisors, Relations & Conflicts
PhD Advisor
Vikas Singh
2015
–
2019
Expertise
Convex Optimization
Present
Deep Learning
Present
Constrained Optimization
Present
Differentiable Programming
Present
Computer Vision
Present
Publications
Targeted Unlearning Using Perturbed Sign Gradient Methods With Applications On Medical Images
George R. Nahass
,
Zhu Wang
,
Homa Rashidisabet
,
Won Hwa Kim
,
Sasha Hubschman
,
Jeffrey C. Peterson
,
Pete Setabutr
,
Chad A. Purnell
,
Ann Tran
,
Darvin Yi
,
Sathya N. Ravi
Accepted by TMLR
Readers:
Everyone
Optimizing Neural Network Training and Quantization with Rooted Logistic Objectives
Zhu Wang
,
Praveen Raj Veluswami
,
Harsh Mishra
,
Sathya N. Ravi
AISTATS 2025 Poster
Readers:
Everyone
IMPACT: A Large-scale Integrated Multimodal Patent Analysis and Creation Dataset for Design Patents
Homaira Huda Shomee
,
Zhu Wang
,
Sathya N. Ravi
,
Sourav Medya
NeurIPS 2024 Track Datasets and Benchmarks Poster
Readers:
Everyone
Flag Aggregator: Scalable Distributed Training under Failures and Augmented Losses using Convex Optimization
Hamidreza Almasi
,
Harsh Mishra
,
Balajee Vamanan
,
Sathya N. Ravi
ICLR 2024
Readers:
Everyone
EmpatheticFIG at WASSA 2024 Empathy and Personality Shared Task: Predicting Empathy and Emotion in Conversations with Figurative Language
Gyeongeun Lee
,
Zhu Wang
,
Sathya N. Ravi
,
Natalie Parde
WASSA 2024
Readers:
Everyone
A Comprehensive Survey on AI-based Methods for Patents
Homaira Huda Shomee
,
Zhu Wang
,
Sathya N. Ravi
,
Sourav Medya
CoRR 2024
Readers:
Everyone
Flag Aggregator: Scalable Distributed Training under Failures and Augmented Losses using Convex Optimization
Hamidreza Almasi
,
Harsh Mishra
,
Balajee Vamanan
,
Sathya N. Ravi
ICLR 2024 poster
Readers:
Everyone
Efficient PDE Solutions using Hartley Neural Operators in Physics-Informed Networks: Potentials and Limitations
Jason Alan Sulskis
,
Sathya N. Ravi
ICLR 2024 Conference Withdrawn Submission
Readers:
Everyone
Accelerated Neural Network Training with Rooted Logistic Objectives
Zhu Wang
,
Praveen Raj Veluswami
,
Harsh Mishra
,
Sathya N. Ravi
ICLR 2024 Conference Withdrawn Submission
Readers:
Everyone
Flag Aggregator: Scalable Distributed Training under Failures and Augmented Losses using Convex Optimization
Hamidreza Almasi
,
Harsh Mishra
,
Balajee Vamanan
,
Sathya N. Ravi
Submitted to NeurIPS 2023
Readers:
Everyone
View all 64 publications
Co-Authors
Abhay Venkatesh
Aditya Kumar Akash
Akshay Mishra
Ann Tran
Balajee Vamanan
Barbara B. Bendlin
Chad A. Purnell
Darvin Yi
George R. Nahass
Glenn Fung
Glenn Moo Fung
Grace Wahba
Gyeongeun Lee
Hamidreza Almasi
Hao Henry Zhou
Harsh Mishra
Homa Rashidisabet
Homaira Huda Shomee
Hyunwoo J. Kim
Jason Alan Sulskis
Jeffrey C. Peterson
Jiming Peng
Jurijs Nazarovs
Lopamudra Mukherjee
Manmohan Dogra
View all 57 co-authors