Walid Krichene
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On sampled metrics for item recommendation
W Krichene, S Rendle
Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020
Neural collaborative filtering vs. matrix factorization revisited
S Rendle, W Krichene, L Zhang, J Anderson
Proceedings of the 14th ACM Conference on Recommender Systems, 240-248, 2020
Accelerated mirror descent in continuous and discrete time
W Krichene, A Bayen, PL Bartlett
Advances in neural information processing systems 28, 2015
Online learning of nash equilibria in congestion games
W Krichene, B Drighès, AM Bayen
SIAM Journal on Control and Optimization 53 (2), 1056-1081, 2015
Adjoint-based optimization on a network of discretized scalar conservation laws with applications to coordinated ramp metering
J Reilly, S Samaranayake, ML Delle Monache, W Krichene, P Goatin, ...
Journal of optimization theory and applications 167, 733-760, 2015
Efficient training on very large corpora via gramian estimation
W Krichene, N Mayoraz, S Rendle, L Zhang, X Yi, L Hong, E Chi, ...
ICLR, 2019
Stackelberg routing on parallel networks with horizontal queues
W Krichene, JD Reilly, S Amin, AM Bayen
IEEE Transactions on Automatic Control 59 (3), 714-727, 2014
A PDE-ODE model for a junction with ramp buffer
ML Delle Monache, J Reilly, S Samaranayake, W Krichene, P Goatin, ...
SIAM Journal on Applied Mathematics 74 (1), 22-39, 2014
On the convergence of no-regret learning in selfish routing
W Krichene, B Drighes, A Bayen
International Conference on Machine Learning, 163-171, 2014
Arriving on time: estimating travel time distributions on large-scale road networks
T Hunter, A Hofleitner, J Reilly, W Krichene, J Thai, A Kouvelas, P Abbeel, ...
arXiv preprint arXiv:1302.6617, 2013
Discrete-time system optimal dynamic traffic assignment (SO-DTA) with partial control for physical queuing networks
S Samaranayake, W Krichene, J Reilly, MLD Monache, P Goatin, A Bayen
Transportation Science 52 (4), 982-1001, 2018
On learning how players learn: estimation of learning dynamics in the routing game
K Lam, W Krichene, A Bayen
2016 ACM/IEEE 7th International Conference on Cyber-Physical Systems (ICCPS …, 2016
Revisiting the performance of ials on item recommendation benchmarks
S Rendle, W Krichene, L Zhang, Y Koren
Proceedings of the 16th ACM Conference on Recommender Systems, 427-435, 2022
Efficient bregman projections onto the simplex
W Krichene, S Krichene, A Bayen
2015 54th IEEE Conference on Decision and Control (CDC), 3291-3298, 2015
The hedge algorithm on a continuum
W Krichene, M Balandat, C Tomlin, A Bayen
International Conference on Machine Learning, 824-832, 2015
Acceleration and averaging in stochastic descent dynamics
W Krichene, PL Bartlett
Advances in Neural Information Processing Systems 30, 2017
Differential privacy of populations in routing games
R Dong, W Krichene, AM Bayen, SS Sastry
2015 54th IEEE Conference on Decision and Control (CDC), 2798-2803, 2015
Scaling up collaborative filtering data sets through randomized fractal expansions
F Belletti, K Lakshmanan, W Krichene, N Mayoraz, YF Chen, J Anderson, ...
arXiv preprint arXiv:1905.09874, 2019
Convergence of heterogeneous distributed learning in stochastic routing games
S Krichene, W Krichene, R Dong, A Bayen
2015 53rd Annual Allerton Conference on Communication, Control, and …, 2015
Private alternating least squares: Practical private matrix completion with tighter rates
S Chien, P Jain, W Krichene, S Rendle, S Song, A Thakurta, L Zhang
International Conference on Machine Learning, 1877-1887, 2021
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