Adarsh Prasad

PhD student, Carnegie Mellon University

Joined

October 2018

Names

Adarsh Prasad (Preferred)

Emails

****@andrew.cmu.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

DBLP

Career & Education History

PhD student

Carnegie Mellon University (cmu.edu)

2016 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Efficient Estimators for Heavy-Tailed Machine Learning
Vishwak Srinivasan, Adarsh Prasad, Sivaraman Balakrishnan, Pradeep Kumar Ravikumar
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
On Proximal Policy Optimization's Heavy-Tailed Gradients
Saurabh Garg, Joshua Zhanson, Emilio Parisotto, Adarsh Prasad, J Zico Kolter, Zachary Chase Lipton, Sivaraman Balakrishnan, Ruslan Salakhutdinov, Pradeep Kumar Ravikumar
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
On Human-Aligned Risk Minimization.
Liu Leqi, Adarsh Prasad, Pradeep Ravikumar
- 2019 (modified: 09 Nov 2022)
- NeurIPS2019
- Readers: Everyone
Revisiting Adversarial Risk.
Arun Sai Suggala, Adarsh Prasad, Vaishnavh Nagarajan, Pradeep Ravikumar
- 2019 (modified: 09 Nov 2022)
- AISTATS2019
- Readers: Everyone
A Unified Approach to Robust Mean Estimation.
Adarsh Prasad, Sivaraman Balakrishnan, Pradeep Ravikumar
- 2019 (modified: 09 Nov 2022)
- CoRR2019
- Readers: Everyone
Connecting Optimization and Regularization Paths
Arun Sai Suggala, Adarsh Prasad, Pradeep Ravikumar
- 2018 (modified: 11 Nov 2022)
- NeurIPS 2018
- Readers: Everyone
Robust Estimation via Robust Gradient Estimation.
Adarsh Prasad, Arun Sai Suggala, Sivaraman Balakrishnan, Pradeep Ravikumar
- 2018 (modified: 09 Nov 2022)
- CoRR2018
- Readers: Everyone
On Adversarial Risk and Training.
Arun Sai Suggala, Adarsh Prasad, Vaishnavh Nagarajan, Pradeep Ravikumar
- 2018 (modified: 09 Nov 2022)
- CoRR2018
- Readers: Everyone
On Separability of Loss Functions, and Revisiting Discriminative Vs Generative Models
Adarsh Prasad, Alexandru Niculescu-Mizil, Pradeep Ravikumar
- 2017 (modified: 11 Nov 2022)
- NIPS 2017
- Readers: Everyone
Fast Classification Rates for High-dimensional Gaussian Generative Models
Tianyang Li, Adarsh Prasad, Pradeep Ravikumar
- 2015 (modified: 11 Nov 2022)
- NIPS 2015
- Readers: Everyone

View all 12 publications