Pallab Dasgupta

Principal Researcher, Synopsys Inc.

Joined

July 2019

Names

Pallab Dasgupta (Preferred)

Emails

****@cse.iitkgp.ac.in (Confirmed)

,

****@synopsys.com (Confirmed)

Personal Links

Career & Education History

Principal Researcher

Synopsys Inc. (synopsys.com)

2023 – Present

Full Professor

Indian Institute of Technology Kharagpur (iitkgp.ac.in)

2007 – 2023

Advisors, Relations & Conflicts

PhD Advisor

P P Chakrabarti

1992 – 1995

Expertise

Reinforcement Learning

Present

Formal Methods

Present

Publications

Verifying Out-of-Distribution Robustness in Multi-spectral Satellite Change Detection
Swarnava Dey, Pallab Dasgupta, Partha Pratim Chakrabarti
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Safe and Stable RL (S2RL) Driving Policies Using Control Barrier and Control Lyapunov Functions
Briti Gangopadhyay, Pallab Dasgupta, Soumyajit Dey
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- IEEE Trans. Intell. Veh. 2023
- Readers: Everyone
Domain Adaptation of Reinforcement Learning Agents based on Network Service Proximity
Kaushik Dey, Satheesh K. Perepu, Pallab Dasgupta, Abir Das
- Published: 01 Jan 2023, Last Modified: 09 May 2023
- CoRR 2023
- Readers: Everyone
DietCNN: Multiplication-free Inference for Quantized CNNs
Swarnava Dey, Pallab Dasgupta, Partha Pratim Chakrabarti
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone
Adaptive Safety Shields for Reinforcement Learning-Based Cell Shaping
Sumanta Dey, Anusha Mujumdar, Pallab Dasgupta, Soumyajit Dey
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- IEEE Trans. Netw. Serv. Manag. 2022
- Readers: Everyone
Hierarchical Program-Triggered Reinforcement Learning Agents for Automated Driving
Briti Gangopadhyay, Harshit Soora, Pallab Dasgupta
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- IEEE Trans. Intell. Transp. Syst. 2022
- Readers: Everyone
Penalizing Proposals using Classifiers for Semi-Supervised Object Detection
Somnath Hazra, Pallab Dasgupta
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
SymDNN: Simple & Effective Adversarial Robustness for Embedded Systems
Swarnava Dey, Pallab Dasgupta, Partha Pratim Chakrabarti
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CVPR Workshops 2022
- Readers: Everyone
Counterexample Guided RL Policy Refinement Using Bayesian Optimization
Briti Gangopadhyay, Pallab Dasgupta
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
Counterexample Guided RL Policy Refinement Using Bayesian Optimization
Briti Gangopadhyay, Pallab Dasgupta
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- NeurIPS 2021
- Readers: Everyone

View all 14 publications

Co-Authors