Assaf Zeevi

Research output

Research output per year 1997 2004 2005 2006 2009 2010 2011 2016 2018 2022 2023 2023

• 52 Article
• 18 Conference contribution
• 10 Conference article
• 1 Chapter
• 1 More
  • 1 Review article

Research output per year

Research output per year

Search results

• 2022

  Bandits with Dynamic Arm-acquisition Costs^*

  Kalvit, A. & Zeevi, A., 2022, 2022 58th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2022. Institute of Electrical and Electronics Engineers Inc., (2022 58th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Acquisition 100%
  • Costs 57%
  • Endogeneity 41%
  • Online Learning 40%
  • Adaptive algorithms 39%

• Dynamic Learning in Large Matching Markets

  Kalvit, A. & Zeevi, A., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Learning algorithms 100%
  • Planning 76%
  • Uncertainty 75%

• Exact Optimal Fixed Width Confidence Interval Estimation for the Mean

  Deep, V., Bassamboo, A., Juneja, S. & Zeevi, A., 2022, Proceedings of the 2022 Winter Simulation Conference, WSC 2022. Feng, B., Pedrielli, G., Peng, Y., Shashaani, S., Song, E., Corlu, C. G., Lee, L. H., Chew, E. P., Roeder, T. & Lendermann, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 713-723 11 p. (Proceedings - Winter Simulation Conference; vol. 2022-December).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Fixed-width Confidence Intervals 100%
  • Interval Estimation 75%
  • Confidence interval 55%
  • Coverage 44%
  • Lower bound 29%

• Online Allocation and Learning in the Presence of Strategic Agents

  Yin, S., Agrawal, S. & Zeevi, A., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
• 2021

  A Closer Look at the Worst-case Behavior of Multi-armed Bandit Algorithms

  Kalvit, A. & Zeevi, A., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, MA., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 8807-8819 13 p. (Advances in Neural Information Processing Systems; vol. 11).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Sampling 100%
  • Lenses 48%

• Sparsity-Agnostic Lasso Bandit

  Oh, M. H., Iyengar, G. & Zeevi, A., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 8271-8280 10 p. (Proceedings of Machine Learning Research; vol. 139).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Lasso 100%
  • Sparsity 89%
  • Knowledge 32%
  • Feature Vector 32%
  • Bandit Problems 29%
• 2016

  A near-optimal exploration exploitation approach for assortment selection

  Agrawal, S., Avadhanula, V., Goyal, V. & Zeevi, A., 21 Jul 2016, EC 2016 - Proceedings of the 2016 ACM Conference on Economics and Computation. Association for Computing Machinery, Inc, p. 599-600 2 p. (EC 2016 - Proceedings of the 2016 ACM Conference on Economics and Computation).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Exploitation 100%
  • Electronic Commerce 99%
  • Electronic commerce 91%
  • Assortment 91%
  • Game theory 87%

• Tractable sampling strategies for quantile-based ordinal optimization

  Shin, D., Broadie, M. & Zeevi, A., 2 Jul 2016, 2016 Winter Simulation Conference: Simulating Complex Service Systems, WSC 2016. Roeder, T. M., Frazier, P. I., Szechtman, R. & Zhou, E. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 847-858 12 p. 7822147. (Proceedings - Winter Simulation Conference; vol. 0).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Ordinal Optimization 100%
  • Sampling Strategy 75%
  • Quantile 56%
  • Policy 56%
  • Sampling 40%
• 2015

  Online time series prediction with missing data

  Anava, O., Hazan, E. & Zeevi, A., 2015, 32nd International Conference on Machine Learning, ICML 2015. Bach, F. & Blei, D. (eds.). International Machine Learning Society (IMLS), p. 2181-2189 9 p. (32nd International Conference on Machine Learning, ICML 2015; vol. 3).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Time series 100%
• 2010

  Nonparametric bandits with covariates

  Rigollet, P. & Zeevi, A., 2010, COLT 2010 - The 23rd Conference on Learning Theory. p. 54-66 13 p. (COLT 2010 - The 23rd Conference on Learning Theory).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • reward 100%
  • performance 53%
  • statistics 42%
  • literature 24%

• Revenue maximization in reservation-based online advertising through dynamic inventory management

  Radovanovic, A. & Zeevi, A., 2010, 2010 48th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2010. p. 1502-1509 8 p. 5707091. (2010 48th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2010).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Marketing 100%
  • Sales 98%
  • Display devices 39%
  • Mathematical models 35%
  • Industry 22%

• Time-of-Use pricing policies for offering Cloud Computing as a service

  Saure, D., Sheopuri, A., Qu, H., Jamjoom, H. & Zeevi, A., 2010, Proceedings of 2010 IEEE International Conference on Service Operations and Logistics, and Informatics, SOLI 2010. p. 300-305 6 p. 5551564. (Proceedings of 2010 IEEE International Conference on Service Operations and Logistics, and Informatics, SOLI 2010).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Time-of-Use Pricing 100%
  • Cloud Computing 69%
  • Pricing Policy 65%
  • Resources 29%
  • Reservation 27%
• 2009

  An adaptive multidimensional version of the Kiefer-Wolfowitz stochastic approximation algorithm

  Broadie, M., Cicek, D. M. & Zeevi, A., 2009, Proceedings of the 2009 Winter Simulation Conference, WSC 2009. p. 601-612 12 p. 5429708. (Proceedings - Winter Simulation Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Stochastic Algorithms 100%
  • Stochastic Approximation 96%
  • Approximation algorithms 89%
  • Approximation Algorithms 72%
  • Newsvendor Problem 47%
• 2007

  Implications of heavy tails on simulation-based ordinal optimization

  Broadie, M., Han, M. & Zeevi, A., 2007, Proceedings of the 2007 Winter Simulation Conference, WSC. p. 439-447 9 p. 4419633. (Proceedings - Winter Simulation Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Ordinal Optimization 100%
  • Simulation-based Optimization 95%
  • Heavy Tails 68%
  • System Simulation 27%
  • Asymptotically Optimal 20%
• 2005

  Expected shortfall in credit portfolios with extremal dependence

  Bassamboo, A., Juneja, S. & Zeevi, A., 2005, Proceedings of the 2005 Winter Simulation Conference. p. 1849-1858 10 p. 1574461. (Proceedings - Winter Simulation Conference; vol. 2005).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Expected Shortfall 100%
  • Multistage Sampling 48%
  • Risk Measures 39%
  • Importance Sampling 36%
  • Dependence Structure 35%

• Importance sampling simulation in the presence of heavy tails

  Bassamboo, A., Juneja, S. & Zeevi, A., 2005, Proceedings of the 2005 Winter Simulation Conference. p. 664-671 8 p. 1574307. (Proceedings - Winter Simulation Conference; vol. 2005).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Change of Measure 100%
  • Importance sampling 96%
  • Heavy Tails 88%
  • Importance Sampling 85%
  • Single Server Queue 50%
• 1998

  Non-asymptotic bounds for autoregressive approximation

  Goldenshluger, A. & Zeevi, A., 1998, Proceedings - 1998 IEEE International Symposium on Information Theory, ISIT 1998. p. 304 1 p. 708909. (IEEE International Symposium on Information Theory - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Autoregressive Model 100%
  • Approximation 93%
  • Minimax 88%
  • Discrete-time 74%
  • Observation 59%
• 1997

  Time series prediction using mixtures of experts

  Zeevi, A. J., Meir, R. & Adler, R. J., 1997, Advances in Neural Information Processing Systems 9 - Proceedings of the 1996 Conference, NIPS 1996. Neural information processing systems foundation, p. 309-315 7 p. (Advances in Neural Information Processing Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Time series 100%
  • Neural networks 28%