Kfir Y. Levy
Technion – Israel Institute of Technology(IL)
Publications by Year
Research Areas
Stochastic Gradient Optimization Techniques, Advanced Bandit Algorithms Research, Sparse and Compressive Sensing Techniques, Reinforcement Learning in Robotics, Advanced Optimization Algorithms Research
Most-Cited Works
- → Explainable Artificial Intelligence (XAI) techniques for energy and power systems: Review, challenges and opportunities(2022)395 cited
- Bandit Convex Optimization: Towards Tight Bounds(2014)
- → The Power of Normalization: Faster Evasion of Saddle Points(2016)67 cited
- → Measuring Explainability and Trustworthiness of Power Quality Disturbances Classifiers Using XAI—Explainable Artificial Intelligence(2021)58 cited
- → Beyond Convexity: Stochastic Quasi-Convex Optimization(2015)50 cited
- On graduated optimization for stochastic non-convex problems(2016)
- → k*-Nearest Neighbors: From Global to Local(2017)41 cited
- → Logistic Regression: Tight Bounds for Stochastic and Online Optimization(2014)34 cited
- Fast rates for exp-concave empirical risk minimization(2015)
- → A Universal Algorithm for Variational Inequalities Adaptive to Smoothness and Noise(2019)29 cited