Shreyas Malakarjun Patil

Researcher, MLA, Amazon

Joined

July 2020

Names

Shreyas Malakarjun Patil (Preferred)

Emails

****@gatech.edu (Confirmed)

****@amazon.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

MLA, Amazon (amazon.com)

2025 – Present

PhD student

Machine Learning, Georgia Institute of Technology (gatech.edu)

2019 – 2024

Undergrad student

Electrical Engineering, Indian Institute of Technology Jodhpur, India (iitj.ac.in)

2015 – 2019

Advisors, Relations & Conflicts

PhD Advisor

Constantine Dovrolis

2019 – 2024

Expertise

Modularity

Present

Machine Learning

2019 – 2024

Network Pruning

2019 – 2024

Sparse Neural Networks

2019 – 2024

Publications

How Can Knowledge of a Task’s Modular Structure Improve Generalization and Training Efficiency?
Shreyas Malakarjun Patil, Cameron Ethan Taylor, Constantine Dovrolis
- OpenReview Archive Direct Upload
- Readers: Everyone
When and how are modular networks better?
Shreyas Malakarjun Patil, Cameron Ethan Taylor, Constantine Dovrolis
- OpenReview Archive Direct Upload
- Readers: Everyone
Before Forgetting, There's Learning: Representation Learning Challenges in Online Unsupervised Continual Learning
Cameron Ethan Taylor, Shreyas Malakarjun Patil, Constantine Dovrolis
- Accepted by TMLR
- Readers: Everyone
How Can Knowledge of a Task’s Modular Structure Improve Generalization and Training Efficiency?
Shreyas Malakarjun Patil, Cameron Ethan Taylor, Constantine Dovrolis
- Accepted by TMLR
- Readers: Everyone
When and how are modular networks better?
Shreyas Malakarjun Patil, Cameron Ethan Taylor, Constantine Dovrolis
- Submitted to ICLR 2025
- Readers: Everyone
Neural Sculpting: Uncovering hierarchically modular task structure in neural networks through pruning and network analysis
Shreyas Malakarjun Patil, Loizos Michael, Constantine Dovrolis
- NeurIPS 2023 poster
- Readers: Everyone
PHEW : Constructing Sparse Networks that Learn Fast and Generalize Well without Training Data
Shreyas Malakarjun Patil, Constantine Dovrolis
- Published: 01 Jan 2021, Last Modified: 08 May 2023
- ICML 2021
- Readers: Everyone
PHEW: Paths with Higher Edge-Weights give ''winning tickets'' without training data
Shreyas Malakarjun Patil, Constantine Dovrolis
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Withdrawn Submission
- Readers: Everyone
Generating Region of Interests for Invasive Breast Cancer in Histopathological Whole-Slide-Image
Shreyas Malakarjun Patil, Li Tong, May D. Wang
- Published: 01 Jan 2020, Last Modified: 08 May 2023
- COMPSAC 2020
- Readers: Everyone
FS2Net: Fiber Structural Similarity Network (FS2Net) for Rotation Invariant Brain Tractography Segmentation Using Stacked LSTM Based Siamese Network
Ranjeet Ranjan Jha, Shreyas Malakarjun Patil, Aditya Nigam, Arnav Bhavsar
- 2019 (modified: 18 Nov 2022)
- CAIP (2) 2019
- Readers: Everyone

View all 16 publications

Shreyas Malakarjun Patil

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors