Fairness Without Demographics in Repeated Loss Minimization. - Tatsunori B. Hashimoto; Megha Srivastava; Hongseok Namkoong; Percy Liang (ICML, 2018)

The Effect of Learning Strategy versus Inherent Architecture Properties on the Ability of Convolutional Neural Networks to Develop Transformation Invariance. - Megha Srivastava; Kalanit Grill-Spector (CoRR, 2018)

Mathematical Notions vs. Human Perception of Fairness: A Descriptive Approach to Fairness for Machine Learning. - Megha Srivastava; Hoda Heidari; Andreas Krause 001 (KDD, 2019)

Robustness to Spurious Correlations via Human Annotations. - Megha Srivastava; Tatsunori B. Hashimoto; Percy Liang (ICML, 2020)

An Empirical Analysis of Backward Compatibility in Machine Learning Systems. - Megha Srivastava; Besmira Nushi; Ece Kamar; Shital Shah; Eric Horvitz (KDD, 2020)

Question Generation for Adaptive Education. - Megha Srivastava; Noah D. Goodman (ACL/IJCNLP (2), 2021)

LILA: Language-Informed Latent Actions. - Siddharth Karamcheti; Megha Srivastava; Percy Liang; Dorsa Sadigh (CoRL, 2021)

Assistive Teaching of Motor Control Tasks to Humans. - Megha Srivastava; Erdem Biyik; Suvir Mirchandani; Noah D. Goodman; Dorsa Sadigh (NeurIPS, 2022)

Do Users Write More Insecure Code with AI Assistants? - Neil Perry; Megha Srivastava; Deepak Kumar 006; Dan Boneh (CCS, 2023)

Generating Language Corrections for Teaching Physical Control Tasks. - Megha Srivastava; Noah D. Goodman; Dorsa Sadigh (ICML, 2023)

Evaluating Human-Language Model Interaction. - Mina Lee 002; Megha Srivastava; Amelia Hardy; John Thickstun; Esin Durmus; Ashwin Paranjape; Ines Gerard-Ursin; Xiang Lisa Li; Faisal Ladhak; Frieda Rong; Rose E. Wang; Minae Kwon; et al. (Trans. Mach. Learn. Res., 2023)

Optimistic Verifiable Training by Controlling Hardware Nondeterminism. - Megha Srivastava; Simran Arora; Dan Boneh (NeurIPS, 2024)

Machine learning for modular multiplication. - Kristin E. Lauter; Cathy Yuanchen Li; Krystal Maughan; Rachel Newton; Megha Srivastava (CoRR, 2024)

Policy Learning with a Language Bottleneck. - Megha Srivastava; Cédric Colas; Dorsa Sadigh; Jacob Andreas (CoRR, 2024)

Robotics for Personalized Motor Skills Instruction. - Megha Srivastava (HRI, 2025)

Shared Autonomy for Proximal Teaching. - Megha Srivastava; Reihaneh Iranmanesh; Yuchen Cui; Deepak Edakkattil Gopinath; Emily Sarah Sumner; Andrew Silva; Laporsha Dees; Guy Rosman; Dorsa Sadigh (HRI, 2025)