Krichene, Walid

1. Neural Collaborative Filtering vs. Matrix Factorization Revisited
   2020/05/19 by Steffen Rendle, Rendle, Steffen, Walid Krichene +5 · 1 voice · 16 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.IR #cs.LG #stat.ML
2. Revisiting the Performance of iALS on Item Recommendation Benchmarks
   2021/10/26 by Steffen Rendle, Walid Krichene, Rendle, Steffen +5 · 9 citations
   Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Text and Document Classification Technologies
3. Efficient Training on Very Large Corpora via Gramian Estimation
   2018/07/18 by Krichene, Walid, Mayoraz, Nicolas, Rendle, Steffen +5 · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Private Matrix Factorization with Public Item Features
   2023/09/17 by Curmei, Mihaela, Krichene, Walid, Zhang, Li +1 · 1 citation
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
5. Learning Nash Equilibria in Congestion Games
   2014/07/31 by Walid Krichene, Krichene, Walid, Benjamin Drighès +3 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Game Theory and Applications #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
6. Training Differentially Private Ad Prediction Models with Semi-Sensitive Features
   2024/01/26 by Lynn Chua, Qiliang Cui, Chua, Lynn +21 · 1 citation
   Computer Science · #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
7. Private Learning with Public Features
   2023/10/24 by Krichene, Walid, Mayoraz, Nicolas, Rendle, Steffen +3 · 1 citation
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
8. Global Convergence of Second-order Dynamics in Two-layer Neural Networks
   2020/07/14 by Walid Krichene, Kenneth F. Caluya, Krichene, Walid +3 · 1 citation
   Computer Science · Medicine · Physics and Astronomy · #Advanced Neuroimaging Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Optimization and Control (math.OC)