Walid Krichene

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 38

Top Topics

Traffic Assignment

Nash Equilibria

Differentially Private

Top Venues

Publications

Lynn Chua, Qiliang Cui, Badih Ghazi, Charlie Harrison, Pritish Kamath, Walid Krichene, Ravi Kumar, Pasin Manurangsi, Krishna Giri Narra, Amer Sinha, Avinash V. Varadarajan, Chiyuan Zhang
Training Differentially Private Ad Prediction Models with Semi-Sensitive Features. CoRR (2024)
Walid Krichene, Nicolas Mayoraz, Steffen Rendle, Shuang Song, Abhradeep Thakurta, Li Zhang
Private Learning with Public Features. AISTATS (2024)
Harsh Mehta, Walid Krichene, Abhradeep Guha Thakurta, Alexey Kurakin, Ashok Cutkosky
Differentially Private Image Classification from Features. Trans. Mach. Learn. Res. 2023 (2023)
Mukund Sundararajan, Walid Krichene
Inflow, Outflow, and Reciprocity in Machine Learning. ICML (2023)
Mihaela Curmei, Walid Krichene, Li Zhang, Mukund Sundararajan
Private Matrix Factorization with Public Item Features. CoRR (2023)
Walid Krichene, Prateek Jain, Shuang Song, Mukund Sundararajan, Abhradeep Thakurta, Li Zhang
Multi-Task Differential Privacy Under Distribution Skew. CoRR (2023)
Mihaela Curmei, Walid Krichene, Li Zhang, Mukund Sundararajan
Private Matrix Factorization with Public Item Features. RecSys (2023)
Walid Krichene, Nicolas Mayoraz, Steffen Rendle, Shuang Song, Abhradeep Thakurta, Li Zhang
Private Learning with Public Features. CoRR (2023)
Walid Krichene, Prateek Jain, Shuang Song, Mukund Sundararajan, Abhradeep Guha Thakurta, Li Zhang
Multi-Task Differential Privacy Under Distribution Skew. ICML (2023)
Mukund Sundararajan, Walid Krichene
Reciprocity in Machine Learning. CoRR (2022)
Harsh Mehta, Walid Krichene, Abhradeep Thakurta, Alexey Kurakin, Ashok Cutkosky
Differentially Private Image Classification from Features. CoRR (2022)
Steffen Rendle, Walid Krichene, Li Zhang, Yehuda Koren
Revisiting the Performance of iALS on Item Recommendation Benchmarks. RecSys (2022)
Walid Krichene, Steffen Rendle
On sampled metrics for item recommendation. Commun. ACM 65 (7) (2022)
Steve Chien, Prateek Jain, Walid Krichene, Steffen Rendle, Shuang Song, Abhradeep Thakurta, Li Zhang
Private Alternating Least Squares: Practical Private Matrix Completion with Tighter Rates. ICML (2021)
Steve Chien, Prateek Jain, Walid Krichene, Steffen Rendle, Shuang Song, Abhradeep Thakurta, Li Zhang
Private Alternating Least Squares: Practical Private Matrix Completion with Tighter Rates. CoRR (2021)
Walid Krichene, Steffen Rendle
On Sampled Metrics for Item Recommendation (Extended Abstract). IJCAI (2021)
Steffen Rendle, Walid Krichene, Li Zhang, Yehuda Koren
Revisiting the Performance of iALS on Item Recommendation Benchmarks. CoRR (2021)
Harsh Mehta, Steffen Rendle, Walid Krichene, Li Zhang
ALX: Large Scale Matrix Factorization on TPUs. CoRR (2021)
Steffen Rendle, Walid Krichene, Li Zhang, Yehuda Koren
iALS++: Speeding up Matrix Factorization with Subspace Optimization. CoRR (2021)
Weiwei Kong, Walid Krichene, Nicolas Mayoraz, Steffen Rendle, Li Zhang
Rankmax: An Adaptive Projection Alternative to the Softmax Function. NeurIPS (2020)
Steffen Rendle, Walid Krichene, Li Zhang, John R. Anderson
Neural Collaborative Filtering vs. Matrix Factorization Revisited. RecSys (2020)
Steffen Rendle, Walid Krichene, Li Zhang, John R. Anderson
Neural Collaborative Filtering vs. Matrix Factorization Revisited. CoRR (2020)
Walid Krichene, Kenneth F. Caluya, Abhishek Halder
Global Convergence of Second-order Dynamics in Two-layer Neural Networks. CoRR (2020)
Walid Krichene, Steffen Rendle
On Sampled Metrics for Item Recommendation. KDD (2020)
John R. Anderson, Qingqing Huang, Walid Krichene, Steffen Rendle, Li Zhang
Superbloom: Bloom filter meets Transformer. CoRR (2020)
Francois Belletti, Karthik Lakshmanan, Walid Krichene, Yi-Fan Chen, John R. Anderson
Scalable Realistic Recommendation Datasets through Fractal Expansions. CoRR (2019)
Walid Krichene, Nicolas Mayoraz, Steffen Rendle, Li Zhang, Xinyang Yi, Lichan Hong, Ed H. Chi, John R. Anderson
Efficient Training on Very Large Corpora via Gramian Estimation. ICLR (Poster) (2019)
Francois Belletti, Karthik Lakshmanan, Walid Krichene, Nicolas Mayoraz, Yi-Fan Chen, John R. Anderson, Taylor Robie, Tayo Oguntebi, Dan Shirron, Amit Bleiwess
Scaling Up Collaborative Filtering Data Sets through Randomized Fractal Expansions. CoRR (2019)
Samitha Samaranayake, Walid Krichene, Jack Reilly, Maria Laura Delle Monache, Paola Goatin, Alexandre M. Bayen
Discrete-Time System Optimal Dynamic Traffic Assignment (SO-DTA) with Partial Control for Physical Queuing Networks. Transp. Sci. 52 (4) (2018)
Walid Krichene, Mohamed Chedhli Bourguiba, Kiet Lam, Alexandre M. Bayen
On Learning How Players Learn: Estimation of Learning Dynamics in the Routing Game. ACM Trans. Cyber Phys. Syst. 2 (1) (2018)
Walid Krichene, Nicolas Mayoraz, Steffen Rendle, Li Zhang, Xinyang Yi, Lichan Hong, Ed H. Chi, John R. Anderson
Efficient Training on Very Large Corpora via Gramian Estimation. CoRR (2018)
Walid Krichene, Milena Suarez Castillo, Alexandre M. Bayen
On Social Optimal Routing Under Selfish Learning. IEEE Trans. Control. Netw. Syst. 5 (1) (2018)
Walid Krichene, Peter L. Bartlett
Acceleration and Averaging in Stochastic Descent Dynamics. NIPS (2017)
Walid Krichene, Alexandre M. Bayen, Peter L. Bartlett
Adaptive Averaging in Accelerated Descent Dynamics. NIPS (2016)
Maximilian Balandat, Walid Krichene, Claire J. Tomlin, Alexandre M. Bayen
Minimizing Regret on Reflexive Banach Spaces and Nash Equilibria in Continuous Zero-Sum Games. NIPS (2016)
Kiet Lam, Walid Krichene, Alexandre M. Bayen
On Learning How Players Learn: Estimation of Learning Dynamics in the Routing Game. ICCPS (2016)
Roy Dong, Walid Krichene, Alexandre M. Bayen, S. Shankar Sastry
Differential Privacy of Populations in Routing Games. CoRR (2016)
Maximilian Balandat, Walid Krichene, Claire J. Tomlin, Alexandre M. Bayen
Minimizing Regret on Reflexive Banach Spaces and Learning Nash Equilibria in Continuous Zero-Sum Games. CoRR (2016)
Syrine Krichene, Walid Krichene, Roy Dong, Alexandre M. Bayen
Convergence of heterogeneous distributed learning in stochastic routing games. Allerton (2015)
Walid Krichene, Benjamin Drighès, Alexandre M. Bayen
Online Learning of Nash Equilibria in Congestion Games. SIAM J. Control. Optim. 53 (2) (2015)
Walid Krichene
Dual Averaging on Compactly-Supported Distributions And Application to No-Regret Learning on a Continuum. CoRR (2015)
Samitha Samaranayake, Jack Reilly, Walid Krichene, J. B. Lespiau, Maria Laura Delle Monache, Paola Goatin, Alexandre M. Bayen
Discrete-time system optimal dynamic traffic assignment (SO-DTA) with partial control for horizontal queuing networks. ACC (2015)
Jack Reilly, Samitha Samaranayake, Maria Laura Delle Monache, Walid Krichene, Paola Goatin, Alexandre M. Bayen
Adjoint-Based Optimization on a Network of Discretized Scalar Conservation Laws with Applications to Coordinated Ramp Metering. J. Optim. Theory Appl. 167 (2) (2015)
Walid Krichene, Alexandre M. Bayen, Peter L. Bartlett
Accelerated Mirror Descent in Continuous and Discrete Time. NIPS (2015)
Walid Krichene, Syrine Krichene, Alexandre M. Bayen
Convergence of mirror descent dynamics in the routing game. ECC (2015)
Roy Dong, Walid Krichene, Alexandre M. Bayen, S. Shankar Sastry
Differential privacy of populations in routing games. CDC (2015)
Walid Krichene, Syrine Krichene, Alexandre M. Bayen
Efficient Bregman projections onto the simplex. CDC (2015)
Walid Krichene, Maximilian Balandat, Claire J. Tomlin, Alexandre M. Bayen
The Hedge Algorithm on a Continuum. ICML (2015)
Walid Krichene, Benjamin Drighès, Alexandre M. Bayen
On the convergence of no-regret learning in selfish routing. ICML (2014)
Benjamin Drighès, Walid Krichene, Alexandre M. Bayen
Stability of Nash equilibria in the congestion game under Replicator dynamics. CDC (2014)
Maria Laura Delle Monache, Jack Reilly, Samitha Samaranayake, Walid Krichene, Paola Goatin, Alexandre M. Bayen
A PDE-ODE Model for a Junction with Ramp Buffer. SIAM J. Appl. Math. 74 (1) (2014)
Walid Krichene, Jack Reilly, Saurabh Amin, Alexandre M. Bayen
Stackelberg Routing on Parallel Networks With Horizontal Queues. IEEE Trans. Autom. Control. 59 (3) (2014)
Walid Krichene, Benjamin Drighès, Alexandre M. Bayen
Learning Nash Equilibria in Congestion Games. CoRR (2014)
Farhad Farokhi, Walid Krichene, Alexandre M. Bayen, Karl Henrik Johansson
A heterogeneous routing game. Allerton (2013)
Timothy Hunter, Aude Hofleitner, Jack Reilly, Walid Krichene, Jerome Thai, Anastasios Kouvelas, Pieter Abbeel, Alexandre M. Bayen
Arriving on time: estimating travel time distributions on large-scale road networks CoRR (2013)
Farhad Farokhi, Walid Krichene, Alexandre M. Bayen, Karl Henrik Johansson
A Necessary and Sufficient Condition for the Existence of Potential Functions for Heterogeneous Routing Games. CoRR (2013)
Yasser Jebbari, Walid Krichene, Jack Reilly, Alexandre M. Bayen
Stackelberg thresholds on parallel networks with horizontal queues. CDC (2013)
Walid Krichene, Jack Reilly, Saurabh Amin, Alexandre M. Bayen
On the characterization and computation of Nash equilibria on parallel networks with horizontal queues. CDC (2012)
Walid Krichene, Jack Reilly, Saurabh Amin, Alexandre M. Bayen
On Stackelberg routing on parallel networks with horizontal queues. CDC (2012)