François Belletti
François Belletti
Verified email at berkeley.edu
Title
Cited by
Cited by
Year
Top-k off-policy correction for a REINFORCE recommender system
M Chen, A Beutel, P Covington, S Jain, F Belletti, EH Chi
Proceedings of the Twelfth ACM International Conference on Web Search and …, 2019
1522019
Expert level control of ramp metering based on multi-task deep reinforcement learning
F Belletti, D Haziza, G Gomes, AM Bayen
IEEE Transactions on Intelligent Transportation Systems 19 (4), 1198-1207, 2017
942017
Optimal charging of electric vehicles for load shaping: A dual-splitting framework with explicit convergence bounds
C Le Floch, F Belletti, S Moura
IEEE Transactions on Transportation Electrification 2 (2), 190-199, 2016
542016
Towards neural mixture recommender for long range dependent user sequences
J Tang, F Belletti, S Jain, M Chen, A Beutel, C Xu, E H. Chi
The World Wide Web Conference, 1782-1793, 2019
432019
Distributed optimal charging of electric vehicles for demand response and load shaping
C Le Floch, F Belletti, S Saxena, AM Bayen, S Moura
2015 54th IEEE Conference on Decision and Control (CDC), 6570-6576, 2015
392015
Prediction of traffic convective instability with spectral analysis of the Aw–Rascle–Zhang model
F Belletti, M Huo, X Litrico, AM Bayen
Physics Letters A 379 (38), 2319-2330, 2015
342015
Factorized recurrent neural architectures for longer range dependence
F Belletti, A Beutel, S Jain, E Chi
international conference on artificial intelligence and statistics, 1522-1530, 2018
222018
Categorical-attributes-based item classification for recommender systems
Q Zhao, J Chen, M Chen, S Jain, A Beutel, F Belletti, EH Chi
Proceedings of the 12th ACM Conference on Recommender Systems, 320-328, 2018
122018
Random projection design for scalable implicit smoothing of randomly observed stochastic processes
F Belletti, E Sparks, A Bayen, J Gonzalez
Artificial Intelligence and Statistics, 700-708, 2017
92017
Privacy-preserving MaaS fleet management
F Belletti, AM Bayen
Transportation research procedia 23, 1000-1024, 2017
82017
Scalable realistic recommendation datasets through fractal expansions
F Belletti, K Lakshmanan, W Krichene, YF Chen, J Anderson
arXiv preprint arXiv:1901.08910, 2019
72019
Tensor processing units for financial Monte Carlo
F Belletti, D King, K Yang, R Nelet, Y Shafi, YF Shen, J Anderson
Proceedings of the 2020 SIAM Conference on Parallel Processing for …, 2020
52020
Quantifying long range dependence in language and user behavior to improve RNNs
F Belletti, M Chen, EH Chi
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
52019
Privacy-preserving MaaS fleet management
F Belletti, AM Bayen
Transportation Research Part C: Emerging Technologies 94, 270-287, 2018
52018
Scalable linear causal inference for irregularly sampled time series with long range dependencies
FW Belletti, ER Sparks, MJ Franklin, AM Bayen, JE Gonzalez
arXiv preprint arXiv:1603.03336, 2016
32016
Scaling up collaborative filtering data sets through randomized fractal expansions
F Belletti, K Lakshmanan, W Krichene, N Mayoraz, Y Chen, J Anderson, ...
arXiv preprint arXiv:1905.09874, 2019
22019
Categorical-Attributes-Based Multi-Level Classification for Recommender Systems
Q Zhao, J Chen, M Chen, S Jain, A Beutel, F Belletti, E Chi
22018
Characterization of the convective instability of the Aw-Rascle-Zhang model via spectral analysis
F Belletti, M Huo, X Litrico, AM Bayen
2016 American Control Conference (ACC), 6127-6132, 2016
22016
Privacy-preserving dual splitting distributed optimization with application to load flattening in california
F Belletti, C Le Floch, S Moura, AM Bayen
2015 54th IEEE Conference on Decision and Control (CDC), 3355-3360, 2015
22015
Embarrassingly parallel time series analysis for large scale weak memory systems
F Belletti, E Sparks, M Franklin, AM Bayen
arXiv preprint arXiv:1511.06493, 2015
22015
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