Krishnamurthy Dvijotham
Google (United States)(US)
Publications by Year
Research Areas
Optimal Power Flow Distribution, Adversarial Robustness in Machine Learning, Power System Optimization and Stability, Explainable Artificial Intelligence (XAI), Smart Grid Energy Management
Most-Cited Works
- → On the Effectiveness of Interval Bound Propagation for Training Verifiably Robust Models(2018)300 cited
- → Safe Exploration in Continuous Action Spaces(2018)274 cited
- → Real-Time Optimal Power Flow(2017)239 cited
- → Scalable Verified Training for Provably Robust Image Classification(2019)137 cited
- Adversarial Robustness through Local Linearization(2019)
- → Achieving Verified Robustness to Symbol Substitutions via Interval Bound Propagation(2019)122 cited
- Inverse Optimal Control with Linearly-Solvable MDPs(2010)
- → Enhancing the reliability and accuracy of AI-enabled diagnosis via complementarity-driven deferral to clinicians(2023)99 cited
- → Training verified learners with learned verifiers(2018)98 cited