| Accelerated mirror descent in continuous and discrete time W Krichene, A Bayen, P Bartlett Advances in neural information processing systems 28, 2845-2853, 2015 | 138 | 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 (2), 733-760, 2015 | 41 | 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 | 33 | 2015 |
| 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 | 28 | 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 | 26 | 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 | 26 | 2013 |
| Neural collaborative filtering vs. matrix factorization revisited S Rendle, W Krichene, L Zhang, J Anderson Fourteenth ACM Conference on Recommender Systems, 240-248, 2020 | 25 | 2020 |
| Efficient training on very large corpora via gramian estimation W Krichene, N Mayoraz, S Rendle, L Zhang, X Yi, L Hong, E Chi, ... arXiv preprint arXiv:1807.07187, 2018 | 25 | 2018 |
| 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 | 23 | 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 | 21 | 2016 |
| Efficient bregman projections onto the simplex W Krichene, S Krichene, A Bayen 2015 54th IEEE Conference on Decision and Control (CDC), 3291-3298, 2015 | 21 | 2015 |
| Acceleration and averaging in stochastic descent dynamics W Krichene, P Bartlett Proceedings of the 31st International Conference on Neural Information …, 2017 | 18* | 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 | 18 | 2015 |
| The hedge algorithm on a continuum W Krichene, M Balandat, C Tomlin, A Bayen International Conference on Machine Learning, 824-832, 2015 | 17 | 2015 |
| On the convergence of no-regret learning in selfish routing W Krichene, B Drighes, A Bayen International Conference on Machine Learning, 163-171, 2014 | 17 | 2014 |
| 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 | 15 | 2015 |
| Minimizing Regret on Reflexive Banach Spaces and Nash Equilibria in Continuous Zero-Sum Games M Balandat, W Krichene, C Tomlin, A Bayen Advances in Neural Information Processing Systems, 154-162, 2016 | 14* | 2016 |
| On sampled metrics for item recommendation W Krichene, S Rendle Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020 | 13 | 2020 |
| Convergence of mirror descent dynamics in the routing game W Krichene, S Krichene, A Bayen 2015 European Control Conference (ECC), 569-574, 2015 | 13 | 2015 |
| On the characterization and computation of Nash equilibria on parallel networks with horizontal queues W Krichene, J Reilly, S Amin, A Bayen 2012 IEEE 51st IEEE Conference on Decision and Control (CDC), 7119-7125, 2012 | 13 | 2012 |
Alexandre BayenProfessor Electrical Engineering and Computer Science, UC BerkeleyVerified email at berkeley.edu
