Srivastava, Megha

1. Fairness Without Demographics in Repeated Loss Minimization
   2018/06/20 by Tatsunori Hashimoto, Megha Srivastava, Hashimoto, Tatsunori B. +5 · 24 citations
   Social Sciences · Health Professions · Mathematics · #Retirement, Disability, and Employment #Global Health Care Issues #Advanced Causal Inference Techniques
2. Evaluating Human-Language Model Interaction
   2022/12/19 by Mina Lee, Megha Srivastava, Lee, Mina +33 · 12 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
3. Mathematical Notions vs. Human Perception of Fairness: A Descriptive Approach to Fairness for Machine Learning
   2019/02/13 by Srivastava, Megha, Heidari, Hoda, Krause, Andreas · 2 citations
   #Computers and Society (cs.CY) #FOS: Computer and information sciences
4. Robustness to Spurious Correlations via Human Annotations
   2020/07/13 by Megha Srivastava, Srivastava, Megha, Tatsunori Hashimoto +3 · 3 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
5. An Empirical Analysis of Backward Compatibility in Machine Learning\n Systems
   2020/08/11 by Megha Srivastava, Besmira Nushi, Srivastava, Megha +7 · 2 citations
   Computer Science · #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Software Engineering (cs.SE)
6. LILA: Language-Informed Latent Actions
   2021/11/05 by Karamcheti, Siddharth, Srivastava, Megha, Liang, Percy +1 · 1 citation
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Robotics (cs.RO)
7. Optimistic Verifiable Training by Controlling Hardware Nondeterminism
   2024/03/14 by Srivastava, Megha, Arora, Simran, Boneh, Dan · 1 citation
   #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Modeling Student Learning with 3.8 Million Program Traces
   2025/10/06 by Ross, Alexis, Srivastava, Megha, Blanchard, Jeremiah +1 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)