Shital Shah

Memeber of Technical Stuff, Microsoft Research, Microsoft

Joined

July 2019

Names

Shital Shah

Emails

****@microsoft.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Memeber of Technical Stuff

Microsoft Research, Microsoft (research.microsoft.com)

2005 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

neural architecture search

2018 – Present

large language models

2018 – Present

robotics

2016 – Present

reinforcement learning

2016 – Present

deep learning

2012 – Present

simulation

2016 – 2018

Publications

h1: Bootstrapping Models to Reason over Longer Horizons via Reinforcement Learning
Alesia Ivanova, Sumeet Ramesh Motwani, Ziyang Cai, Philip Torr, Riashat Islam, Shital Shah, Christian Schroeder de Witt, Charles London
- Submitted to ICLR 2026
- Readers: Everyone
Textbooks Are All You Need
Suriya Gunasekar, Yi Zhang, Jyoti Aneja, Caio Cesar Teodoro Mendes, Allie Del Giorno, Sivakanth Gopi, Mojan Javaheripi, Piero Conti Kauffmann, Gustavo Henrique de Rosa, Olli Saarikivi, Adil Salim, Shital Shah, Harkirat Behl, Xin Wang, Sebastien Bubeck, Ronen Eldan, Adam Tauman Kalai, Yin Tat Lee, Yuanzhi Li
- Submitted to ICLR 2024
- Readers: Everyone
Moving Beyond Handcrafted Architectures in Self-Supervised Learning
Sharath Girish, Debadeepta Dey, Neel Joshi, Vibhav Vineet, Shital Shah, Caio Cesar Teodoro Mendes, Abhinav Shrivastava, Yale Song
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models
Mojan Javaheripi, Gustavo Henrique de Rosa, Subhabrata Mukherjee, Shital Shah, Tomasz Lukasz Religa, Caio Cesar Teodoro Mendes, Sebastien Bubeck, Farinaz Koushanfar, Debadeepta Dey
- Published: 31 Oct 2022, Last Modified: 14 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
LiteTransformerSearch: Training-free On-device Search for Efficient Autoregressive Language Models
Mojan Javaheripi, Shital Shah, Subhabrata Mukherjee, Tomasz Lukasz Religa, Caio Cesar Teodoro Mendes, Gustavo Henrique de Rosa, Sebastien Bubeck, Farinaz Koushanfar, Debadeepta Dey
- Published: 16 May 2022, Last Modified: 15 Jan 2026
- AutoML 2022 (Late-Breaking Workshop)
- Readers: Everyone
Ranking Convolutional Architectures by their Feature Extraction Capabilities
Debadeepta Dey, Shital Shah, Sebastien Bubeck
- 29 Sept 2021 (modified: 13 Feb 2023)
- ICLR 2022 Conference Withdrawn Submission
- Readers: Everyone
Ranking Architectures by Feature Extraction Capabilities
Debadeepta Dey, Shital Shah, Sebastien Bubeck
- Published: 14 Jul 2021, Last Modified: 05 May 2023
- AutoML@ICML2021 Poster
- Readers: Everyone
Near Real-Time Detection of Poachers from Drones in AirSim
Elizabeth Bondi, Ashish Kapoor, Debadeepta Dey, James Piavis, Shital Shah, Robert Hannaford, Arvind Iyer, Lucas Joppa, Milind Tambe
- 2018 (modified: 10 Nov 2022)
- IJCAI 2018
- Readers: Everyone
Submodular Trajectory Optimization for Aerial 3D Scanning
Mike Roberts, Shital Shah, Debadeepta Dey, Anh Truong, Sudipta N. Sinha, Ashish Kapoor, Pat Hanrahan, Neel Joshi
- 2017 (modified: 10 Nov 2022)
- ICCV 2017
- Readers: Everyone

Co-Authors

View all 45 co-authors