Sotabase

Career

· Senior Product Manager, Angi2024–
· Visiting PhD student at the Computer Science & Artificial Intelligence Laboratory, Massachusetts Institute of Technology2023–
· PhD in Computer Science, Stanford University2020–
· AI Resident, Microsoft Research2019–2020
· B.S. in Computer Science, Stanford University2019–

Publications (29)

Fairness Without Demographics in Repeated Loss Minimization
International Conference on Machine Learning · 2018
632
cited
Do Users Write More Insecure Code with AI Assistants?
Conference on Computer and Communications Security · 2022
281
cited
Mathematical Notions vs. Human Perception of Fairness: A Descriptive Approach to Fairness for Machine Learning
Knowledge Discovery and Data Mining · 2019
220
cited
Evaluating Human-Language Model Interaction
Trans. Mach. Learn. Res. · 2022
119
cited
Robustness to Spurious Correlations via Human Annotations
International Conference on Machine Learning · 2020
99
cited
An Empirical Analysis of Backward Compatibility in Machine Learning Systems
Knowledge Discovery and Data Mining · 2020
51
cited
Question Generation for Adaptive Education
Annual Meeting of the Association for Computational Linguistics · 2021
46
cited
LILA: Language-Informed Latent Actions
Conference on Robot Learning · 2021
35
cited
Removal of turbidity from tannery wastewater using graphene oxide-ferric oxide nanocomposites as an adsorbent
International Journal of Environmental Science and Technology · 2022
9
cited
Optimistic Verifiable Training by Controlling Hardware Nondeterminism
Neural Information Processing Systems · 2024
7
cited
The Effect of Learning Strategy versus Inherent Architecture Properties on the Ability of Convolutional Neural Networks to Develop Transformation Invariance
arXiv.org · 2018
7
cited
Generating Language Corrections for Teaching Physical Control Tasks
International Conference on Machine Learning · 2023
5
cited
Modeling Student Learning with 3.8 Million Program Traces
arXiv.org · 2025
5
cited
Policy Learning with a Language Bottleneck
arXiv.org · 2024
3
cited
Shared Autonomy for Proximal Teaching
IEEE/ACM International Conference on Human-Robot Interaction · 2025
3
cited
The Computational and Aesthetic Foundations of Artificial Empathy
2016
2
cited
Novel Techniques of Synthesis of Nanocellulose from Sugarcane Bagasse and Its Applications in Dye Removal
2020
1
cited
Training a deep convolutional neural network with multiple face sizes and positions, but not resolutions, is necessary for generating invariant face recognition across these transformations
2017
1
cited
Designing More “Human-like” Algorithms: A computational complexity perspective
2023
Lecture # 14 : Visual Bag of Words
2017
Sotabase
Megha Srivastava | Researcher Profile | Sotabase | Sotabase