Mark S. Squillante

1. Quantum Topological Data Analysis with Linear Depth and Exponential Speedup
   2021/08/05 by Shashanka Ubaru, Ismail Yunus Akhalwaya, Ubaru, Shashanka +7 · 7 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Homotopy and Cohomology in Algebraic Topology #Machine Learning (cs.LG) #Markov Chains and Monte Carlo Methods #Numerical Analysis (math.NA) #Quantum Physics (quant-ph) #Topological and Geometric Data Analysis
2. A General Family of Robust Stochastic Operators for Reinforcement Learning
   2018/05/21 by Yingdong Lu, Lu, Yingdong, Mark S. Squillante +3 · 1 citation
   Computer Science · #Adaptive Dynamic Programming Control #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
3. Towards a Unification of Logic and Information Theory
   2023/01/25 by Luis Lastras, Barry Trager, Lastras, Luis A. +10 · 1 citation
   Engineering · #FOS: Computer and information sciences #Information Theory (cs.IT) #Logic in Computer Science (cs.LO) #Optical Network Technologies
4. Generalization Performance of Transfer Learning: Overparameterized and Underparameterized Regimes
   2023/06/08 by Peizhong Ju, Ju, Peizhong, Sen Lin +7 · 1 citation
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning and ELM