Gaurav Aggarwal

Researcher, Google

Joined

July 2019

Names

Gaurav Aggarwal

Emails

****@google.com (Confirmed)

,

****@google.com (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Google (google.com)

2019 – Present

PhD student

University of Maryland, College Park (umd.edu)

2002 – 2007

Advisors, Relations & Conflicts

PhD Advisor

2002 – 2007

Expertise

Deep Learning

2014 – Present

Computer Vision

2002 – Present

Publications

Learning to Plan Variable Length Sequences of Actions with a Cascading Bandit Click Model of User Feedback
Anirban Santara, Gaurav Aggarwal, Shuai Li, Claudio Gentile
- AISTATS 2022
- Readers: Everyone
Farm-Level, In-Season Crop Identification for India
Prathmesh Bele, Ishan Deshpande, Renu Singh, Aishwarya Jayagopal, Gaurav Aggarwal, Nikita Saxena, Vaibhav Rajan
- arXiv preprint
- Readers: Everyone
GAN-MPC: Training Model Predictive Controllers with Parameterized Cost Functions using Demonstrations from Non-identical Experts
Returaj Burnwal, Anirban Santara, Nirav Pravinbhai Bhatt, Balaraman Ravindran, Gaurav Aggarwal
- 24 May 2023 (modified: 13 Jun 2023)
- Submitted to RSS-23 LTAMP
- Readers: Everyone
GAN-MPC: Training Model Predictive Controllers with Parameterized Cost Functions using Demonstrations from Non-identical Experts
Returaj Burnwal, Anirban Santara, Nirav Pravinbhai Bhatt, Balaraman Ravindran, Gaurav Aggarwal
- Published: 01 Jun 2023, Last Modified: 09 Jun 2023
- DAI2023 OralPresentation
- Readers: Everyone
Efficient Data Subset Selection to Generalize Training Across Models: Transductive and Inductive Networks
Eeshaan Jain, Tushar Nandy, Gaurav Aggarwal, Ashish V. Tendulkar, Rishabh K Iyer, Abir De
- NeurIPS 2023 poster
- Readers: Everyone
Test-time Adaptation with Slot-Centric Models
Mihir Prabhudesai, Anirudh Goyal, Sujoy Paul, Sjoerd van Steenkiste, Mehdi S. M. Sajjadi, Gaurav Aggarwal, Thomas Kipf, Deepak Pathak, Katerina Fragkiadaki
- ICML 2023 Poster
- Readers: Everyone
Test-time adaptation with slot-centric models
Mihir Prabhudesai, Sujoy Paul, Sjoerd van Steenkiste, Mehdi S. M. Sajjadi, Anirudh Goyal, Deepak Pathak, Katerina Fragkiadaki, Gaurav Aggarwal, Thomas Kipf
- Published: 21 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Workshop DistShift Poster
- Readers: Everyone
Test-time adaptation with slot-centric models
Mihir Prabhudesai, Sujoy Paul, Sjoerd van Steenkiste, Mehdi S. M. Sajjadi, Anirudh Goyal, Deepak Pathak, Katerina Fragkiadaki, Gaurav Aggarwal, Thomas Kipf
- Published: 21 Oct 2022, Last Modified: 15 Feb 2026
- NeurIPS 2022 Workshop MetaLearn Poster
- Readers: Everyone
Efficient Data Subset Selection to Generalize Training Across Models: Transductive and Inductive Networks
Eeshaan Jain, Tushar Nandy, Gaurav Aggarwal, Ashish V. Tendulkar, Rishabh K Iyer, Abir De
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Private and Efficient Meta-Learning with Low Rank and Sparse decomposition
Soumyabrata Pal, Prateek Varshney, Gagan Madan, Abhradeep Guha Thakurta, Gaurav Aggarwal, Pradeep Shenoy, Gaurav Srivastava, Prateek Jain
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone

View all 29 publications

Co-Authors

View all 55 co-authors