Bar-Ilan University

Research output

Research output per year 2004 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025

• 1472314 Citations
• 408 h-index
• 16262 Article
• 2768 Chapter
• 2451 Paper
• 2434 Conference contribution
• 4061 More
  • 1067 Review article
  • 795 Book
  • 330 Other contribution
  • 298 Comment/debate
  • 232 Editorial
  • 212 Conference article
  • 162 Preprint
  • 160 Book/Film/Article/Arts review
  • 150 Patent
  • 143 Entry for encyclopedia/dictionary
  • 142 Meeting Abstract
  • 92 Letter
  • 84 Foreword/postscript
  • 56 Book/Film/Article review
  • 39 Short survey
  • 32 Special issue
  • 14 Other
  • 11 Poster
  • 11 Working paper
  • 7 Anthology
  • 7 Abstract
  • 6 Report
  • 4 Catalogue essay
  • 2 Book/Arts/Article review
  • 2 Discussion paper
  • 1 Comment/Debate
  • 1 Digital or Visual Products
  • 1 Exhibition

Research output per year

Research output per year

Search results

• 2024

  A Deterministic Search Approach for Solving Stochastic Drone Search and Rescue Planning Without Communications

  Mishlyakov, E., Gruntov, M., Shleyfman, A. & Karpas, E., 2024, In: The International Symposium on Combinatorial Search. 17, 1, p. 73-81 9 p.

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Drones 100%
  • Planning 49%
  • Communication 38%
  • Unmanned aerial vehicles (UAV) 35%
  • Disasters 18%

• Bayesian Uncertainty for Gradient Aggregation in Multi-Task Learning

  Achituve, I., Diamant, I., Netzer, A., Chechik, G. & Fetaya, E., 2024, In: Proceedings of Machine Learning Research. 235, p. 117-134 18 p.

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

• Converting Transformers to Polynomial Form for Secure Inference Over Homomorphic Encryption

  Zimerman, I., Baruch, M., Drucker, N., Ezov, G., Soceanu, O. & Wolf, L., 2024, In: Proceedings of Machine Learning Research. 235, p. 62803-62814 12 p.

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

• Equivariant Deep Weight Space Alignment

  Navon, A., Shamsian, A., Fetaya, E., Chechik, G., Dym, N. & Maron, H., 2024, In: Proceedings of Machine Learning Research. 235, p. 37376-37395 20 p.

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

• Exploring multi-pulse GRB prompt emission via novel pulse shape model

  Gowri, A., Pe'er, A., Ryde, F. & Dereli-Bégué, H., 30 Jul 2024, In: Proceedings of Science. 461, 054.

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

• Improved Generalization of Weight Space Networks via Augmentations

  Shamsian, A., Navon, A., Zhang, D. W., Zhang, Y., Fetaya, E., Chechik, G. & Maron, H., 2024, In: Proceedings of Machine Learning Research. 235, p. 44378-44393 16 p.

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

• Layer Collaboration in the Forward-Forward Algorithm

  Lorberbom, G., Gat, I., Adi, Y., Schwing, A. & Hazan, T., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 13, p. 14141-14148 8 p.

  The Hebrew University of Jerusalem, Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Backpropagation 100%
  • Neural networks 64%
  • Network layers 59%
  • Entropy 44%

• Minimizing State Exploration While Searching Graphs with Unknown Obstacles

  Koyfman, D., Atzmon, D., Shperberg, S. S. & Felner, A., 1 Jan 2024, In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. 2024-May, p. 1038-1046 9 p.

  Bar-Ilan University, Ben-Gurion University of the Negev

  Research output: Contribution to journal › Conference article › peer-review

  • Chemical activation 100%
  • Sensors 57%
  • Costs 42%

• Minimizing State Exploration While Searching Graphs with Unknown Obstacles (Extended Abstract)

  Koyfman, D., Shperberg, S. S., Atzmon, D. & Felner, A., 1 Jan 2024, In: The International Symposium on Combinatorial Search. 17, 1, p. 273-274 2 p.

  Ben-Gurion University of the Negev, Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Chemical activation 100%
  • Sensors 57%
  • Costs 42%

• Near-Optimal Online Resource Allocation in the Random-Order Model

  Cohen, S. & Agmon, N., 2024, In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. 2024-May, p. 2219-2221 3 p.

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  • Resource allocation 100%
  • Economics 18%

• Photon energy gain in relativistic Plasma with velocity Shear: A new mechanism for producing power-law spectra at high energies

  Vyas, M. K. & Pe'er, A., 30 Jul 2024, In: Proceedings of Science. 461, 051.

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

• Revisiting the Noise Model of Stochastic Gradient Descent

  Battash, B., Wolf, L. & Lindenbaum, O., 2024, In: Proceedings of Machine Learning Research. 238, p. 4780-4788 9 p.

  Bar-Ilan University, Tel Aviv University

  Research output: Contribution to journal › Conference article › peer-review

  • Stochastic Gradient 100%
  • Gradient Descent 94%
  • Differential equations 33%
  • Model 24%
  • Neural networks 22%

• The Max-Min Formulation of Multi-Objective Reinforcement Learning: From Theory to a Model-Free Algorithm

  Park, G., Byeon, W., Kim, S., Havakuk, E., Leshem, A. & Sung, Y., 2024, In: Proceedings of Machine Learning Research. 235, p. 39616-39642 27 p.

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

• Unsupervised Acoustic Scene Mapping Based on Acoustic Features and Dimensionality Reduction

  Cohen, I., Gannot, S. & Lindenbaum, O., 2024, In: Proceedings - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing. p. 386-390 5 p.

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

• Using sentiment analysis to assess PMBOK knowledge areas' compatibility with agile methodology

  David, I. & Gelbard, R., 2024, In: Procedia Computer Science. 239, p. 381-395 15 p.

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

• Value-based Resource Matching with Fairness Criteria: Application to Agricultural Water Trading

  Adiga, A., Trabelsi, Y., Ferdousi, T., Marathe, M., Ravi, S. S., Swarup, S., Vullikanti, A. K., Wilson, M. L., Kraus, S., Basu, R., Savalkar, S., Yourek, M., Brady, M., Rajagopalan, K. & Yoder, J., 2024, In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. 2024-May, p. 13-21 9 p.

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  • Drought 100%
  • Water 88%
  • Crops 36%
  • Computational complexity 26%
  • Set theory 21%
• 2023

  A Coupled Flow Approach to Imitation Learning

  Freund, G., Sarafian, E. & Kraus, S., 2023, In: Proceedings of Machine Learning Research. 202, p. 10357-10372 16 p.

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  • Imitation 100%
  • Reinforcement learning 68%
  • Learning 62%
  • Trajectories 47%
  • Policy 26%

• A Digital Twin prototype for traffic sign recognition of a learning-enabled autonomous vehicle

  AbdElSalam, M., Ali, L., Bensalem, S., He, W., Katsaros, P., Kekatos, N., Peled, D., Temperekidis, A. & Wu, C., 2023, In: CEUR Workshop Proceedings. 3645

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  • Digital twin 100%
  • Traffic signs 90%
  • Autonomous vehicles 73%
  • Servers 16%
  • Modeling languages 12%

• Allocation Problem in Remote Teleoperation: Online Matching with Offline Reusable Resources and Delayed Assignments

  Viden, O. A., Trabelsi, Y., Xu, P., Sankararaman, K. A., Maksimov, O. & Kraus, S., 2023, In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. 2023-May, p. 513-521 9 p.

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  • Remote control 100%
  • Experiments 11%

• Anonymous Multi-Agent Path Finding with Individual Deadlines

  Fine, G., Atzmon, D. & Agmon, N., 1 Jan 2023, In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. 2023-May, p. 869-877 9 p.

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  • Planning 100%

• Applying Retardation Theory to Galaxies

  Wagman, M., Horwitz, L. P. & Yahalom, A., 2023, In: Journal of Physics: Conference Series. 2482, 1, 012005.

  Ariel University, Bar-Ilan University, Tel Aviv University

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • galaxies 100%
  • curves 75%
  • galactic winds 66%
  • galactic mass 36%
  • viability 24%

• Auxiliary Learning as an Asymmetric Bargaining Game

  Shamsian, A., Navon, A., Glazer, N., Kawaguchi, K., Chechik, G. & Fetaya, E., 2023, In: Proceedings of Machine Learning Research. 202, p. 30689-30705 17 p.

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  • Bargaining 100%
  • Learning 63%
  • Game 56%
  • Multiple Objectives 31%
  • Balancing 26%

• CAMS: Collision Avoiding Max-Sum for Mobile Sensor Teams

  Pertzovskiy, A., Zivan, R. & Agmon, N., 1 Jan 2023, In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. 2023-May, p. 104-112 9 p.

  Ben-Gurion University of the Negev, Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  • Collision avoidance 100%
  • Multipurpose robots 65%
  • Graph structures 61%
  • Sensors 51%
  • Robots 31%

• Domain Adaptation for Speech Enhancement in a Large Domain Gap

  Frenkel, L., Goldberger, J. & Chazan, S. E., 2023, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2023-August, p. 2458-2462 5 p.

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  • Speech Enhancement 100%
  • Speech enhancement 65%
  • Enhancement 54%
  • Training 37%
  • Speech 34%

• Equivariant Architectures for Learning in Deep Weight Spaces

  Navon, A., Shamsian, A., Achituve, I., Fetaya, E., Chechik, G. & Maron, H., 2023, In: Proceedings of Machine Learning Research. 202, p. 25790-25816 27 p.

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  • Architecture 100%
  • Equivariant 84%
  • Learning 82%
  • Broadcasting 46%
  • Network architecture 42%

• Grad-CAM-Inspired Interpretation of Nearfield Acoustic Holography using Physics-Informed Explainable Neural Network

  Kafri, H., Olivieri, M., Antonacci, F., Moradi, M., Sarti, A. & Gannot, S., 2023, In: Proceedings - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing.

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  • Acoustic holography 100%
  • Computer aided manufacturing 59%
  • Network architecture 50%
  • Convolutional neural networks 49%
  • Physics 46%

• Graph Positional Encoding via Random Feature Propagation

  Eliasof, M., Frasca, F., Bevilacqua, B., Treister, E., Chechik, G. & Maron, H., 1 Jan 2023, In: Proceedings of Machine Learning Research. 202, p. 9202-9223 22 p.

  Ben-Gurion University of the Negev, Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  • Encoding 100%
  • Propagation 90%
  • Eigenvalues and eigenfunctions 52%
  • Graph in graph theory 45%
  • Augmentation 29%

• Guided Deep Kernel Learning

  Achituve, I., Chechik, G. & Fetaya, E., 2023, In: Proceedings of Machine Learning Research. 216, p. 11-21 11 p.

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  • Learning 100%
  • Deep learning 98%
  • Uncertainty Estimation 92%
  • kernel 74%
  • Neural Networks 68%

• Learning to Initiate and Reason in Event-Driven Cascading Processes

  Atzmon, Y., Meirom, E. A., Mannor, S. & Chechik, G., 2023, In: Proceedings of Machine Learning Research. 202, p. 1218-1243 26 p.

  Technion - Israel Institute of Technology, Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  • Event-driven 100%
  • Cascade 64%
  • Learning 55%
  • Semantics 41%
  • Trigger 27%

• Linguistic Binding in Diffusion Models: Enhancing Attribute Correspondence through Attention Map Alignment

  Rassin, R., Hirsch, E., Glickman, D., Ravfogel, S., Goldberg, Y. & Chechik, G., 2023, In: Advances in Neural Information Processing Systems. 36

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  • Linguistics 100%
  • Tuning 41%

• MODEL-BASED META AUTOMATIC CURRICULUM LEARNING

  Xu, Z., Zhang, Y., Shperberg, S. S., Mirsky, R., Jiang, Y., Liu, B. & Stone, P., 1 Jan 2023, In: Proceedings of Machine Learning Research. 232, p. 846-860 15 p.

  Bar-Ilan University, Ben-Gurion University of the Negev

  Research output: Contribution to journal › Conference article › peer-review

  • Curriculum 100%
  • Curricula 79%
  • Learning 69%
  • Model-based 68%
  • Learning Algorithm 24%

• Multi-modal Differentiable Unsupervised Feature Selection

  Yang, J., Lindenbaum, O., Kluger, Y. & Jaffe, A., 2023, In: Proceedings of Machine Learning Research. 216, p. 2400-2410 11 p.

  The Hebrew University of Jerusalem, Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  • Feature Selection 100%
  • Modality 65%
  • Differentiable 63%
  • Feature extraction 57%
  • Masks 35%

• Online Coalitional Skill Formation

  Cohen, S. & Agmon, N., 2023, In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. 2023-May, p. 494-503 10 p.

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  • Markov processes 100%
  • Multi agent systems 89%

• Planning with Multiple Action-Cost Estimates

  Weiss, E. & Kaminka, G. A., 2023, In: Proceedings International Conference on Automated Planning and Scheduling, ICAPS. 33, 1, p. 427-437 11 p.

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Cost Estimates 100%
  • Planning 70%
  • Costs 32%
  • Guarantee 17%
  • Savings 17%

• Point-Cloud Completion with Pretrained Text-to-image Diffusion Models

  Kasten, Y., Rahamim, O. & Chechik, G., 2023, In: Advances in Neural Information Processing Systems. 36

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  • Sampling 100%
  • Semantics 97%
  • Sensors 73%

• Quantum clock frames: Uncertainty relations, non-Hermitian dynamics and nonlocality in time

  Cohen, E., 2023, In: Journal of Physics: Conference Series. 2533, 1, 012018.

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • clocks 100%
  • conditioning 55%
  • time dependence 47%
  • derivation 41%
  • energy 14%

• Resilient Fair Allocation of Indivisible Goods

  Mutzari, D., Aumann, Y. & Kraus, S., 2023, In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. 2023-May, p. 2688-2690 3 p.

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

• Textually Pretrained Speech Language Models

  Hassid, M., Remez, T., Conneau, A., Kreuk, F., Nguyen, T. A., Gat, I., Copet, J., Defossez, A., Synnaeve, G., Dupoux, E., Schwartz, R. & Adi, Y., 2023, In: Advances in Neural Information Processing Systems. 36

  Bar-Ilan University, The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

  • Acoustics 100%

• Train Hard, Fight Easy: Robust Meta Reinforcement Learning

  Greenberg, I., Chechik, G., Mannor, S. & Meirom, E., 2023, In: Advances in Neural Information Processing Systems. 36

  Bar-Ilan University, Technion - Israel Institute of Technology

  Research output: Contribution to journal › Conference article › peer-review

  • Reinforcement learning 100%
  • Learning algorithms 20%
  • Navigation 19%

• Voicebox: Text-Guided Multilingual Universal Speech Generation at Scale

  Le, M., Vyas, A., Shi, B., Karrer, B., Sari, L., Moritz, R., Williamson, M., Manohar, V., Adi, Y., Mahadeokar, J. & Hsu, W. N., 2023, In: Advances in Neural Information Processing Systems. 36

  Bar-Ilan University, The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

  • Speech synthesis 100%
• 2022

  ActivePDB: Active Probabilistic Databases

  Drien, O., Freiman, M. & Amsterdamer, Y., 2022, In: Proceedings of the VLDB Endowment. 15, 12, p. 3638-3641 4 p.

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  • Problem-Based Learning 100%
  • Information management 80%
  • Uncertainty 54%

• Augmenting the Sensing Performance of Entangled Photon Pairs through Asymmetry

  Michael, Y., Jonas, I., Bello, L., Rosenbluh, M. & Pe'Er, A., 2022, In: Optics InfoBase Conference Papers. FF4I.3.

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  • Interferometers 100%
  • Photons 95%
  • Asymmetry 86%
  • Photon 77%

• Consumer environmental awareness and privatization

  Perlman, Y. & Caspi, H., 2022, In: IFAC-PapersOnLine. 55, 10, p. 1134-1140 7 p.

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Privatization 100%
  • Pollution 25%
  • Industry 18%
  • Weathering 17%

• Correcting Mispronunciations in Speech using Spectrogram Inpainting

  Ben-Simon, T., Kreuk, F., Awwad, F., Cohen, J. T. & Keshet, J., 2022, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2022-September, p. 1208-1212 5 p.

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Inpainting 100%
  • Mispronunciations 94%
  • Spectrogram 87%
  • Speech 74%
  • Phoneme 20%

• DeepFry: Identifying Vocal Fry Using Deep Neural Networks

  Chernyak, B. R., Simon, T. B., Segal, Y., Steffman, J., Chodroff, E., Cole, J. S. & Keshet, J., 2022, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2022-September, p. 3578-3582 5 p.

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Creaky Voice 100%
  • Voice 76%
  • neural network 63%
  • Deep neural networks 51%
  • Neural Networks 50%

• Deep subwavelength resonant meta-optics enabled by high-index topological insulators

  Singh, D., Nandi, S., Cohen, S., Nanikashvili, P., Naveh, D. & Lewi, T., 2022, In: International Conference on Metamaterials, Photonic Crystals and Plasmonics. p. 977-978 2 p.

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  • Topological insulators 100%
  • Optical constants 87%
  • Optical Constant 70%
  • Surface states 69%
  • Optical properties 60%

• Detuning Modulated Composite Segments for High Fidelity Directional Couplers in Integrated Photonic Devices

  Piasetzky, Y., Katzman, M., Priel, M., Suchowski, H. & Zadok, A., 2022, In: Optics InfoBase Conference Papers. JTu3B.6.

  Tel Aviv University, Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  • Photonic devices 100%
  • Directional couplers 85%
  • Photonics 73%
  • Waveguides 65%
  • Wavelength 56%

• Direct Distributed Analysis of Nonlinear Inter-Modal Forward Scattering in Polarization Maintaining Fibers

  Sharma, K., Zehavi, E., Diamandi, H. H., Bashan, G., London, Y. & Zadok, A., 2022, In: Optics InfoBase Conference Papers. JTh3A.15.

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  • Polarization-maintaining fiber 100%
  • Forward scattering 91%
  • Electrooptical Effect 80%
  • Brillouin scattering 48%
  • Polarization 42%

• Experimental Generation of Cluster-state Entanglement by Phase Modulation of the Quantum Optical Frequency Comb

  Zhu, X., Chang, C. H., González-Arciniegas, C., Pe'er, A. & Pfister, O., 2022, In: Optics InfoBase Conference Papers. JTh3A.65.

  Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  • Optical parametric oscillators 100%
  • Phase modulation 61%

• FEDEX: An Explainability Framework for Data Exploration Steps

  Deutch, D., Gilad, A., Milo, T., Mualem, A. & Somech, A., 1 Jan 2022, In: Proceedings of the VLDB Endowment. 15, 13, p. 3854-3868 15 p.

  Tel Aviv University, Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  • Semantics 100%