No photo of Shie Mannor

View Scopus Profile

Shie Mannor

Prof.

 https://orcid.org/0000-0003-4439-7647
    20012025

    Research activity per year

    Filter
    Article

    Search results

    • 2025

      An Improved and Explainable Electricity Price Forecasting Model via SHAP-Based Error Compensation Approach

      Heistrene, L., Belikov, J., Baimel, D., Katzir, L., Machlev, R., Levy, K., Mannor, S. & Levron, Y., 2025, In: IEEE Transactions on Artificial Intelligence. 6, 1, p. 159-168 10 p.

      Research output: Contribution to journal › Article › peer-review

    • 2023

      A General Framework for Bandit Problems Beyond Cumulative Objectives

      Cassel, A., Mannor, S. & Zeevi, A., 2023, In: Mathematics of Operations Research. 48, 4, p. 2196-2232 37 p.

      Research output: Contribution to journal › Article › peer-review

      Open Access

    • Continuous-Time Fitted Value Iteration for Robust Policies

      Lutter, M., Belousov, B., Mannor, S., Fox, D., Garg, A. & Peters, J., 1 May 2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 5, p. 5534-5548 15 p.

      Research output: Contribution to journal › Article › peer-review

      Open Access

    • Explainability-based Trust Algorithm for electricity price forecasting models

      Heistrene, L., Machlev, R., Perl, M., Belikov, J., Baimel, D., Levy, K., Mannor, S. & Levron, Y., Oct 2023, In: Energy and AI. 14, 100259.

      Research output: Contribution to journal › Article › peer-review

      Open Access
    • 2022

      ראשון ב-AI

      ⁨מנור, ש.⁩, ⁨שוסטר, א.⁩ & ⁨שן-אור, ש.⁩, 2022, In: הטכניון. p. 12-13 2 p.

      Research output: Contribution to journal › Article

      Open Access
    • 2021

      Inverse reinforcement learning in contextual MDPs

      Belogolovsky, S., Korsunsky, P., Mannor, S., Tessler, C. & Zahavy, T., Sep 2021, In: Machine Learning. 110, 9, p. 2295-2334 40 p.

      Research output: Contribution to journal › Article › peer-review

      Open Access

    • Reinforcement Learning for Datacenter Congestion Control

      Tessler, C., Shpigelman, Y., Dalal, G., Mandelbaum, A., Haritan Kazakov, D., Fuhrer, B., Chechik, G. & Mannor, S., Sep 2021, In: Performance Evaluation Review. 49, 2, p. 43-46 4 p.

      Research output: Contribution to journal › Article › peer-review

      Open Access
    • 2020

      Bandits with Partially Observable Offline Data

      Tennenholtz, G., Shalit, U., Mannor, S. & Efroni, Y., 2020, In: CoRR. abs/2006.06731

      Research output: Contribution to journal › Article › peer-review

    • 2019

      Chance-Constrained Outage Scheduling Using a Machine Learning Proxy

      Dalal, G., Gilboa, E., Mannor, S. & Wehenkel, L., Jul 2019, In: IEEE Transactions on Power Systems. 34, 4, p. 2528-2540 13 p., 8649711.

      Research output: Contribution to journal › Article › peer-review

      Open Access

    • Multi-user communication networks: A coordinated multi-armed bandit approach

      Avner, O. & Mannor, S., Dec 2019, In: IEEE/ACM Transactions on Networking. 27, 6, p. 2192-2207 16 p., 8875003.

      Research output: Contribution to journal › Article › peer-review

      Open Access
    • 2018

      Deep learning reconstruction of ultrashort pulses

      Zahavy, T., Dikopoltsev, A., Moss, D., Haham, G. I., Cohen, O., Mannor, S. & Segev, M., 20 May 2018, In: Optica. 5, 5, p. 666-673 8 p.

      Research output: Contribution to journal › Article › peer-review

    • Detecting Cascades from Weak Signatures

      Meirom, E. A., Caramanis, C., Mannor, S., Orda, A. & Shakkottai, S., 1 Oct 2018, In: IEEE Transactions on Network Science and Engineering. 5, 4, p. 313-325 13 p., 8071015.

      Research output: Contribution to journal › Article › peer-review

    • Source Estimation in Time Series and the Surprising Resilience of HMMs

      Kozdoba, M. & Mannor, S., Aug 2018, In: IEEE Transactions on Information Theory. 64, 8, p. 5555-5569 15 p.

      Research output: Contribution to journal › Article › peer-review

    • 2017

      Encouraging physical activity in patients with diabetes: Intervention using a reinforcement learning system

      Yom-Tov, E., Feraru, G., Kozdoba, M., Mannor, S., Tennenholtz, M. & Hochberg, I., Oct 2017, In: Journal of Medical Internet Research. 19, 10, e338.

      Research output: Contribution to journal › Article › peer-review

      Open Access

    • Learn on Source, Refine on Target: A Model Transfer Learning Framework with Random Forests: A Model Transfer Learning Framework with Random Forests

      Segev, N., Harel, M., Mannor, S., Crammer, K. & El-Yaniv, R., 1 Sep 2017, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 39, 9, p. 1811-1824 14 p., 7592407.

      Research output: Contribution to journal › Article › peer-review

    • Nonstochastic multi-armed bandits with graph-structured feedback

      Alon, N., Cesa-Bianchi, N., Gentile, C., Mannor, S., Mansour, Y. & Shamir, O., 2017, In: SIAM Journal on Computing. 46, 6, p. 1785-1826 42 p.

      Research output: Contribution to journal › Article › peer-review

      Open Access

    • Sequential Decision Making with Coherent Risk

      Tamar, A., Chow, Y., Ghavamzadeh, M. & Mannor, S., Jul 2017, In: IEEE Transactions on Automatic Control. 62, 7, p. 3323-3338 16 p., 7797146.

      Research output: Contribution to journal › Article › peer-review

    • Strategic Formation of Heterogeneous Networks

      Meirom, E. A., Mannor, S. & Orda, A., Mar 2017, In: IEEE Journal on Selected Areas in Communications. 35, 3, p. 751-763 13 p., 7859351.

      Research output: Contribution to journal › Article › peer-review

      Open Access
    • 2016

      Learning the variance of the reward-to-go

      Tamar, A., Di Castro, D. & Mannor, S., 1 Mar 2016, In: Journal of Machine Learning Research. 17

      Research output: Contribution to journal › Article › peer-review

    • Regularized policy iteration with nonparametric function spaces

      Farahmand, A. M., Ghavamzadeh, M., Szepesvári, C. & Mannor, S., 1 Sep 2016, In: Journal of Machine Learning Research. 17, p. 1-66 66 p.

      Research output: Contribution to journal › Article › peer-review

    • Reinforcement learning in robust markov decision processes

      Lim, S. H., Xu, H. & Mannor, S., Nov 2016, In: Mathematics of Operations Research. 41, 4, p. 1325-1353 29 p.

      Research output: Contribution to journal › Article › peer-review

    • Robust MDPs with k-rectangular uncertainty

      Mannor, S., Mebel, O. & Xu, H., Nov 2016, In: Mathematics of Operations Research. 41, 4, p. 1484-1509 26 p.

      Research output: Contribution to journal › Article › peer-review

    • Statistical optimization in high dimensions

      Xu, H., Caramanis, C. & Mannor, S., 1 Jul 2016, In: Operations Research. 64, 4, p. 958-979 22 p.

      Research output: Contribution to journal › Article › peer-review

    • 2015

      Approximate value iteration with temporally extended actions

      Mann, T. A., Mannor, S. & Precup, D., 15 Jul 2015, In: Journal of Artificial Intelligence Research. 53, p. 375-438 64 p.

      Research output: Contribution to journal › Article › peer-review

      Open Access

    • Distinguishing infections on different graph topologies

      Milling, C., Caramanis, C., Mannor, S. & Shakkottai, S., 1 Jun 2015, In: IEEE Transactions on Information Theory. 61, 6, p. 3100-3120 21 p., 7091001.

      Research output: Contribution to journal › Article › peer-review

      Open Access

    • Oracle-based robust optimization via online learning

      Hazan, E., Koren, T., Mannor, S. & Ben-Tal, A., 1 May 2015, In: Operations Research. 63, 3, p. 628-638 11 p.

      Research output: Contribution to journal › Article › peer-review

      Open Access

    • The Perturbed Variation

      Harel, M. & Mannor, S., 1 Oct 2015, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 37, 10, p. 2119-2130 12 p., 7045555.

      Research output: Contribution to journal › Article › peer-review

    • 2014

      A primal condition for approachability with partial monitoring

      Mannor, S., Perchet, V. & Stoltz, G., 2014, In: Journal of Dynamics and Games. 1, 3, p. 447-469 23 p.

      Research output: Contribution to journal › Article › peer-review

      Open Access

    • High-throughput energy-efficient LDPC decoders using differential binary message passing

      Cushon, K., Hemati, S., Leroux, C., Mannor, S. & Gross, W. J., 1 Feb 2014, In: IEEE Transactions on Signal Processing. 62, 3, p. 619-631 13 p., 6675862.

      Research output: Contribution to journal › Article › peer-review

    • Opportunistic Approachability and Generalized No-Regret Problems

      Bernstein, A., Mannor, S. & Shimkin, N., 1 Nov 2014, In: Mathematics of Operations Research. 39, 4, p. 1057-1083 27 p.

      Research output: Contribution to journal › Article › peer-review

    • Set-valued approachability and online learning with partial monitoring

      Mannor, S., Perchet, V. & Stoltz, G., 1 Oct 2014, In: Journal of Machine Learning Research. 15, p. 3247-3295 49 p.

      Research output: Contribution to journal › Article › peer-review

    • 2013

      Algorithmic aspects of mean-variance optimization in Markov decision processes

      Mannor, S. & Tsitsiklis, J. N., 16 Dec 2013, In: European Journal of Operational Research. 231, 3, p. 645-653 9 p.

      Research output: Contribution to journal › Article › peer-review

      Open Access

    • A state action frequency approach to throughput maximization over uncertain wireless channels

      Jagannathan, K., Mannor, S., Menache, I. & Modiano, E., 1 Jan 2013, In: Internet Mathematics. 9, 2-3, p. 136-160 25 p.

      Research output: Contribution to journal › Article › peer-review

      Open Access

    • Dynamics in tree formation games

      Arcaute, E., Dyagilev, K., Johari, R. & Mannor, S., May 2013, In: Games and Economic Behavior. 79, 1, p. 1-29 29 p.

      Research output: Contribution to journal › Article › peer-review

    • Generating storylines from sensor data

      Frank, J., Mannor, S. & Precup, D., Dec 2013, In: Pervasive and Mobile Computing. 9, 6, p. 838-847 10 p.

      Research output: Contribution to journal › Article › peer-review

    • On information propagation in mobile call networks

      Dyagilev, K., Mannor, S. & Yom-Tov, E., 1 Jan 2013, In: Social Network Analysis and Mining. 3, 3, p. 521-541 21 p.

      Research output: Contribution to journal › Article › peer-review

    • Outlier-robust PCA: The high-dimensional case

      Xu, H., Caramanis, C. & Mannor, S., 2013, In: IEEE Transactions on Information Theory. 59, 1, p. 546-572 27 p., 6307864.

      Research output: Contribution to journal › Article › peer-review

      Open Access

    • Relaxed half-stochastic belief propagation

      Leduc-Primeau, F., Hemati, S., Mannor, S. & Gross, W. J., 2013, In: IEEE Transactions on Communications. 61, 5, p. 1648-1659 12 p., 6468990.

      Research output: Contribution to journal › Article › peer-review

      Open Access

    • Stochastic decoding of LDPC codes over GF(q)

      Sarkis, G., Hemati, S., Mannor, S. & Gross, W. J., 2013, In: IEEE Transactions on Communications. 61, 3, p. 939-950 12 p., 6451069.

      Research output: Contribution to journal › Article › peer-review

    • Time series analysis using geometric template matching

      Frank, J., Mannor, S., Pineau, J. & Precup, D., 2013, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 35, 3, p. 740-754 15 p., 6205761.

      Research output: Contribution to journal › Article › peer-review

    • 2012

      A distributional interpretation of robust optimization

      Xu, H., Caramanis, C. & Mannor, S., Feb 2012, In: Mathematics of Operations Research. 37, 1, p. 95-110 16 p.

      Research output: Contribution to journal › Article › peer-review

    • Approximately optimal bidding policies for repeated first-price auctions

      Danak, A. & Mannor, S., Jul 2012, In: Annals of Operations Research. 196, 1, p. 189-199 11 p.

      Research output: Contribution to journal › Article › peer-review

    • Distributionally robust markov decision processes

      Xu, H. & Mannor, S., May 2012, In: Mathematics of Operations Research. 37, 2, p. 288-300 13 p.

      Research output: Contribution to journal › Article › peer-review

    • Dithered belief propagation decoding

      Leduc-Primeau, F., Hemati, S., Mannor, S. & Gross, W. J., 2012, In: IEEE Transactions on Communications. 60, 8, p. 2042-2047 6 p.

      Research output: Contribution to journal › Article › peer-review

    • Optimization under probabilistic envelope constraints

      Xu, H., Caramanis, C. & Mannor, S., May 2012, In: Operations Research. 60, 3, p. 682-699 18 p.

      Research output: Contribution to journal › Article › peer-review

      Open Access

    • Robustness and generalization

      Xu, H. & Mannor, S., Mar 2012, In: Machine Learning. 86, 3, p. 391-423 33 p.

      Research output: Contribution to journal › Article › peer-review

      Open Access

    • Sparse algorithms are not stable: A no-free-lunch theorem

      Xu, H., Caramanis, C. & Mannor, S., 2012, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 34, 1, p. 187-193 7 p., 5989836.

      Research output: Contribution to journal › Article › peer-review

      Open Access
    • 2011

      A robust learning approach to repeated auctions with monitoring and entry fees

      Danak, A. & Mannor, S., Dec 2011, In: IEEE Transactions on Computational Intelligence and AI in Games. 3, 4, p. 302-315 14 p., 5936110.

      Research output: Contribution to journal › Article › peer-review

    • Delayed stochastic decoding of LDPC codes

      Naderi, A., Mannor, S., Sawan, M. & Gross, W. J., Nov 2011, In: IEEE Transactions on Signal Processing. 59, 11, p. 5617-5626 10 p., 5975253.

      Research output: Contribution to journal › Article › peer-review

    • Efficient bidding in dynamic grid markets

      Danak, A. & Mannor, S., 2011, In: IEEE Transactions on Parallel and Distributed Systems. 22, 9, p. 1483-1496 14 p., 5871254.

      Research output: Contribution to journal › Article › peer-review