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2020 – today
- 2024
[c28]Walid Krichene, Nicolas Mayoraz, Steffen Rendle, Shuang Song, Abhradeep Thakurta, Li Zhang:
Private Learning with Public Features. AISTATS 2024: 4150-4158- [i22]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 abs/2401.15246 (2024) - 2023
- [j9]Harsh Mehta, Walid Krichene, Abhradeep Guha Thakurta, Alexey Kurakin, Ashok Cutkosky
:
Differentially Private Image Classification from Features. Trans. Mach. Learn. Res. 2023 (2023) - [c27]Walid Krichene, Prateek Jain, Shuang Song, Mukund Sundararajan, Abhradeep Guha Thakurta, Li Zhang:
Multi-Task Differential Privacy Under Distribution Skew. ICML 2023: 17784-17807 - [c26]Mukund Sundararajan, Walid Krichene:
Inflow, Outflow, and Reciprocity in Machine Learning. ICML 2023: 33195-33208 - [c25]Mihaela Curmei, Walid Krichene, Li Zhang, Mukund Sundararajan:
Private Matrix Factorization with Public Item Features. RecSys 2023: 805-812 - [i21]Walid Krichene, Prateek Jain, Shuang Song, Mukund Sundararajan, Abhradeep Thakurta, Li Zhang:
Multi-Task Differential Privacy Under Distribution Skew. CoRR abs/2302.07975 (2023) - [i20]Mihaela Curmei, Walid Krichene, Li Zhang, Mukund Sundararajan:
Private Matrix Factorization with Public Item Features. CoRR abs/2309.11516 (2023) - [i19]Walid Krichene, Nicolas Mayoraz, Steffen Rendle, Shuang Song, Abhradeep Thakurta, Li Zhang:
Private Learning with Public Features. CoRR abs/2310.15454 (2023) - 2022
- [j8]Walid Krichene, Steffen Rendle:
On sampled metrics for item recommendation. Commun. ACM 65(7): 75-83 (2022) - [c24]Steffen Rendle, Walid Krichene, Li Zhang, Yehuda Koren:
Revisiting the Performance of iALS on Item Recommendation Benchmarks. RecSys 2022: 427-435 - [i18]Mukund Sundararajan, Walid Krichene:
Reciprocity in Machine Learning. CoRR abs/2202.09480 (2022) - [i17]Harsh Mehta, Walid Krichene, Abhradeep Thakurta, Alexey Kurakin, Ashok Cutkosky:
Differentially Private Image Classification from Features. CoRR abs/2211.13403 (2022) - 2021
- [c23]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: 1877-1887 - [c22]Walid Krichene, Steffen Rendle:
On Sampled Metrics for Item Recommendation (Extended Abstract). IJCAI 2021: 4784-4788 - [i16]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 abs/2107.09802 (2021) - [i15]Steffen Rendle, Walid Krichene, Li Zhang, Yehuda Koren:
Revisiting the Performance of iALS on Item Recommendation Benchmarks. CoRR abs/2110.14037 (2021) - [i14]Steffen Rendle, Walid Krichene, Li Zhang, Yehuda Koren:
iALS++: Speeding up Matrix Factorization with Subspace Optimization. CoRR abs/2110.14044 (2021) - [i13]Harsh Mehta, Steffen Rendle, Walid Krichene, Li Zhang:
ALX: Large Scale Matrix Factorization on TPUs. CoRR abs/2112.02194 (2021) - 2020
- [c21]Walid Krichene, Steffen Rendle:
On Sampled Metrics for Item Recommendation. KDD 2020: 1748-1757 - [c20]Weiwei Kong, Walid Krichene, Nicolas Mayoraz, Steffen Rendle, Li Zhang:
Rankmax: An Adaptive Projection Alternative to the Softmax Function. NeurIPS 2020 - [c19]Steffen Rendle, Walid Krichene, Li Zhang, John R. Anderson:
Neural Collaborative Filtering vs. Matrix Factorization Revisited. RecSys 2020: 240-248 - [i12]John R. Anderson, Qingqing Huang, Walid Krichene, Steffen Rendle, Li Zhang:
Superbloom: Bloom filter meets Transformer. CoRR abs/2002.04723 (2020) - [i11]Steffen Rendle, Walid Krichene, Li Zhang, John R. Anderson:
Neural Collaborative Filtering vs. Matrix Factorization Revisited. CoRR abs/2005.09683 (2020) - [i10]Walid Krichene, Kenneth F. Caluya, Abhishek Halder:
Global Convergence of Second-order Dynamics in Two-layer Neural Networks. CoRR abs/2007.06852 (2020)
2010 – 2019
- 2019
- [c18]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 - [i9]Francois Belletti, Karthik Lakshmanan, Walid Krichene, Yi-Fan Chen, John R. Anderson:
Scalable Realistic Recommendation Datasets through Fractal Expansions. CoRR abs/1901.08910 (2019) - [i8]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 abs/1905.09874 (2019) - 2018
- [j7]Walid Krichene, Milena Suarez Castillo, Alexandre M. Bayen:
On Social Optimal Routing Under Selfish Learning. IEEE Trans. Control. Netw. Syst. 5(1): 479-488 (2018) - [j6]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): 6:1-6:23 (2018) - [j5]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): 982-1001 (2018) - [i7]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 abs/1807.07187 (2018) - 2017
- [c17]Walid Krichene, Peter L. Bartlett:
Acceleration and Averaging in Stochastic Descent Dynamics. NIPS 2017: 6796-6806 - 2016
- [b1]Walid Krichene:
Continuous and Discrete Dynamics For Online Learning and Convex Optimization. University of California, Berkeley, USA, 2016 - [c16]Kiet Lam, Walid Krichene, Alexandre M. Bayen:
On Learning How Players Learn: Estimation of Learning Dynamics in the Routing Game. ICCPS 2016: 8:1-8:10 - [c15]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: 154-162 - [c14]Walid Krichene, Alexandre M. Bayen, Peter L. Bartlett:
Adaptive Averaging in Accelerated Descent Dynamics. NIPS 2016: 2991-2999 - [i6]Roy Dong, Walid Krichene, Alexandre M. Bayen, S. Shankar Sastry:
Differential Privacy of Populations in Routing Games. CoRR abs/1601.04041 (2016) - [i5]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 abs/1606.01261 (2016) - 2015
- [j4]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): 733-760 (2015) - [j3]Walid Krichene, Benjamin Drighès, Alexandre M. Bayen:
Online Learning of Nash Equilibria in Congestion Games. SIAM J. Control. Optim. 53(2): 1056-1081 (2015) - [c13]Syrine Krichene, Walid Krichene, Roy Dong, Alexandre M. Bayen:
Convergence of heterogeneous distributed learning in stochastic routing games. Allerton 2015: 480-487 - [c12]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: 663-670 - [c11]Roy Dong, Walid Krichene, Alexandre M. Bayen, S. Shankar Sastry:
Differential privacy of populations in routing games. CDC 2015: 2798-2803 - [c10]Walid Krichene, Syrine Krichene, Alexandre M. Bayen:
Efficient Bregman projections onto the simplex. CDC 2015: 3291-3298 - [c9]Walid Krichene, Syrine Krichene, Alexandre M. Bayen:
Convergence of mirror descent dynamics in the routing game. ECC 2015: 569-574 - [c8]Walid Krichene, Maximilian Balandat, Claire J. Tomlin, Alexandre M. Bayen:
The Hedge Algorithm on a Continuum. ICML 2015: 824-832 - [c7]Walid Krichene, Alexandre M. Bayen, Peter L. Bartlett:
Accelerated Mirror Descent in Continuous and Discrete Time. NIPS 2015: 2845-2853 - [i4]Walid Krichene:
Dual Averaging on Compactly-Supported Distributions And Application to No-Regret Learning on a Continuum. CoRR abs/1504.07720 (2015) - 2014
- [j2]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): 22-39 (2014) - [j1]Walid Krichene, Jack Reilly, Saurabh Amin, Alexandre M. Bayen:
Stackelberg Routing on Parallel Networks With Horizontal Queues. IEEE Trans. Autom. Control. 59(3): 714-727 (2014) - [c6]Benjamin Drighès, Walid Krichene, Alexandre M. Bayen:
Stability of Nash equilibria in the congestion game under Replicator dynamics. CDC 2014: 1923-1929 - [c5]Walid Krichene, Benjamin Drighès, Alexandre M. Bayen:
On the convergence of no-regret learning in selfish routing. ICML 2014: 163-171 - [i3]Walid Krichene, Benjamin Drighès, Alexandre M. Bayen:
Learning Nash Equilibria in Congestion Games. CoRR abs/1408.0017 (2014) - 2013
- [c4]Farhad Farokhi, Walid Krichene, Alexandre M. Bayen, Karl Henrik Johansson:
A heterogeneous routing game. Allerton 2013: 448-455 - [c3]Yasser Jebbari, Walid Krichene, Jack Reilly, Alexandre M. Bayen:
Stackelberg thresholds on parallel networks with horizontal queues. CDC 2013: 268-274 - [i2]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 abs/1302.6617 (2013) - [i1]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 abs/1312.1075 (2013) - 2012
- [c2]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: 7119-7125 - [c1]Walid Krichene, Jack Reilly, Saurabh Amin, Alexandre M. Bayen:
On Stackelberg routing on parallel networks with horizontal queues. CDC 2012: 7126-7132
Coauthor Index
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last updated on 2024-09-22 00:37 CEST by the dblp team
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