Hanchi, Ayoub El

1. Contrastive Learning Can Find An Optimal Basis For Approximately View-Invariant Functions
   2022/10/04 by Johnson, Daniel D., Hanchi, Ayoub El, Maddison, Chris J. · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Stochastic Reweighted Gradient Descent
   2021/03/23 by Ayoub El Hanchi, Hanchi, Ayoub El, David A. Stephens +1 · 2 citations
   Computer Science · Engineering · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
3. Adaptive Importance Sampling for Finite-Sum Optimization and Sampling with Decreasing Step-Sizes
   2021/03/23 by Hanchi, Ayoub El, Stephens, David A. · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
4. On the Efficiency of ERM in Feature Learning
   2024/11/18 by Ayoub El Hanchi, Chris J. Maddison, Hanchi, Ayoub El +3 · 1 citation
   Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Statistics Theory (math.ST)
5. Minimax Linear Regression under the Quantile Risk
   2024/06/17 by Ayoub El Hanchi, Hanchi, Ayoub El, Chris J. Maddison +3 · 1 citation
   Mathematics · #Advanced Statistical Methods and Models #Statistical Methods and Inference