Items where Author is "Vojnovic, Milan"

Article

Lee, Dabeen, Vojnovic, Milan ORCID: 0000-0003-1382-022X and Yun, Se-young (2023) Test score algorithms for budgeted stochastic utility maximization. INFORMS Journal on Optimization, 5 (1). 27 - 67. ISSN 2575-1484

Haimovich, Daniel, Karamshuk, Dima, Leeper, Thomas J., Riabenko, Evgeniy and Vojnovic, Milan ORCID: 0000-0003-1382-022X (2021) Popularity prediction for social media over arbitrary time horizons. Proceedings of the VLDB Endowment, 15 (4). 841 - 849. ISSN 2150-8097

Huang, Zengfeng, Radunovic, Bozidar, Vojnovic, Milan ORCID: 0000-0003-1382-022X and Zhang, Qin (2020) Communication complexity of approximate maximum matching in the message-passing model. Distributed Computing, 33 (6). 515 - 531. ISSN 0178-2770

Sekar, Shreyas, Vojnovic, Milan ORCID: 0000-0003-1382-022X and Yun, Se-Young (2020) A test score based approach to stochastic submodular optimization. Management Science. ISSN 0025-1909

Vojnovic, Milan ORCID: 0000-0003-1382-022X (2017) Contest theory. Communications of the ACM, 60 (5). pp. 70-80. ISSN 0001-0782

Vojnovic, Milan ORCID: 0000-0003-1382-022X and Yun, Seyoung (2016) Parameter estimation for generalized thurstone choice models. Proceedings of Machine Learning Research, 48. pp. 498-506. ISSN 1938-7228

Fogel, Fajwel, d'Aspremont, Alexandre and Vojnovic, Milan ORCID: 0000-0003-1382-022X (2016) Spectral ranking using seriation. Journal of Machine Learning Research, 17. 1 - 45. ISSN 1532-4435

Book Section

Sentenac, Flore, Yi, Jialin, Calauzènes, ‪Clément, Perchet, Vianney and Vojnovic, Milan ORCID: 0000-0003-1382-022X (2021) Pure exploration and regret minimization in matching bandits. In: Proceedings of the 38th International Conference on Machine Learning. Proceedings of Machine Learning Research,139. Journal of Machine Learning Research, pp. 9434-9442.

Lee, Dabeen and Vojnovic, Milan ORCID: 0000-0003-1382-022X (2021) Scheduling jobs with stochastic holding costs. In: Ranzato, Marc'Aurelio, Beygelzimer, Alina, Dauphin, Yann, Liang, Percy S. and Wortman Vaughan, Jenn, (eds.) Advances in Neural Information Processing Systems 34. Advances in Neural Information Processing Systems. Neural Information Processing Systems Foundation, pp. 19375-19384. ISBN 9781713845393

Alistarh, Dan, Grubic, Demjan, Liu, Jerry, Tomioka, Ryota and Vojnovic, Milan ORCID: 0000-0003-1382-022X (2017) Communication-efficient stochastic gradient descent, with applications to neural networks. In: Guyon, I., Luxburg, U.V., Bengio, S., Wallach, H., Fergus, R., Vishwanathan, S. and Garnett, R., (eds.) Advances in Neural Information Processing Systems 30. Curran Associates, Inc., Long Beach, CA, pp. 1707-1718.

Shah, V., Gulikers, L., Massoulie, L. and Vojnovic, Milan ORCID: 0000-0003-1382-022X (2017) Adaptive matching for expert systems with uncertain task types. In: Proceedings. of Allerton Conference, 2017. Coordinated Science Laboratory University of Illinois at Urbana-Champaign, Urbana, IL.

Zong, Bo, Gkantsidis, Christos and Vojnovic, Milan ORCID: 0000-0003-1382-022X (2015) Herding "small" streaming queries. In: Proceedings of the 9th ACM International Conference on Distributed Event-Based Systems. ACM Press, New York, NY, pp. 46-57. ISBN 9781450332866

Huang, Z., Radunovic, B., Vojnovic, Milan ORCID: 0000-0003-1382-022X and Zhang, Q. (2015) Communication complexity of approximate matching in distributed graphs. In: 32nd International Symposium on Theoretical Aspects of Computer Science, 04 Mar 2015. Schloss Dagstuhl - Leibniz International Proceedings in Informatics, Garching, Germany, pp. 460-473. ISBN 9783939897781

Alistarh, Dan, Gelashvili, Rati and Vojnovic, Milan ORCID: 0000-0003-1382-022X (2015) Fast and exact majority in population protocols. In: Proceedings of the 2015 ACM Symposium on Principles of Distributed Computing - PODC '15. ACM Press, New York, NY, pp. 47-56. ISBN 9781450336178

Alistarh, Dan, Sauerwald, Thomas and Vojnovic, Milan ORCID: 0000-0003-1382-022X (2015) Lock-free algorithms under stochastic schedulers. In: Proceedings of the 2015 ACM Symposium on Principles of Distributed Computing - PODC '15. ACM Press, New York, NY, pp. 251-260. ISBN 9781450336178

Alistarh, Dan, Iglesias, Jennifer and Vojnovic, Milan ORCID: 0000-0003-1382-022X (2015) Streaming min-max hypergraph partitioning. In: Cortes, C., Lawrence, N.D., Lee, D.D., Sugiyama, M. and Garnett, R., (eds.) Advances in Neural Information Processing Systems 28. Curran Associates, Inc., pp. 1900-1908.

Bourse, Florian, Lelarge, Marc and Vojnovic, Milan ORCID: 0000-0003-1382-022X (2014) Balanced graph edge partition. In: Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '14. ACM Press, New York, NY, pp. 1456-1465. ISBN 9781450329569

Tsourakakis, Charalampos, Gkantsidis, Christos, Radunovic, Bozidar and Vojnovic, Milan ORCID: 0000-0003-1382-022X (2014) FENNEL: streaming graph partitioning for massive scale graphs. In: Proceedings of the 7th ACM international conference on Web search and data mining - WSDM '14. ACM Press, New York, NY, pp. 333-342. ISBN 9781450323512

Fogel, Fajwel, d'Aspremon, Alexandre and Vojnovic, Milan ORCID: 0000-0003-1382-022X (2014) SerialRank: spectral ranking using seriation. In: Ghahramani, Z., Welling, M., Cortes, C., Lawrence, N.D. and Weinberger., K.Q., (eds.) Advances in Neural Information Processing Systems 27. Curran Associates, Inc., pp. 900-908.

Bachrach, Y., Syrgkanis, V., Tardos, E. and Vojnovic, Milan ORCID: 0000-0003-1382-022X (2014) Strong price of anarchy, utility games and coalitional dynamics. In: Lavi, Ron, (ed.) Algorithmic Game Theory: 7th International Symposium, SAGT 2014, Haifa, Israel, September 30 -- October 2, 2014, Proceedings. Information Systems and Applications, incl. Internet/Web, and HCI (8768). Springer Berlin / Heidelberg, London, UK, pp. 218-230. ISBN 9783662448021

Monograph

Alistarh, Dan, Grubic, Demjan, Li, Jerry Z., Tomioka, Ryota and Vojnovic, Milan ORCID: 0000-0003-1382-022X (2017) QSGD: communication-efficient SGD via gradient quantization and encoding. . arXiv.

Conference or Workshop Item

Wang, Yiliu, Chen, Wei and Vojnovic, Milan ORCID: 0000-0003-1382-022X (2024) Combinatorial bandits for maximum value reward function under value-index feedback. In: ICLR 2024 The Twelfth International Conference on Learning Representations, 2024-05-07 - 2024-05-11, Messe Wien Exhibition and Congress Center, Vienna, Austria, AUT.

Alistarh, D., Li, J., Tomioka, R. and Vojnovic, Milan ORCID: 0000-0003-1382-022X (2016) Quantized stochastic gradient descent: communication versus convergence. In: OPT 2016, 2016-12-10, Barcelona, Spain, ESP.

Rasley, Jeff, Karanasos, Konstantinos, Kandula, Srikanth, Fonseca, Rodrigo, Vojnovic, Milan ORCID: 0000-0003-1382-022X and Rao, Sriram (2016) Efficient queue management for cluster scheduling. In: EuroSys 2016, 2016-04-18 - 2016-04-21, London, United Kingdom, GBR.

Book

Vojnovic, Milan ORCID: 0000-0003-1382-022X (2015) Contest theory: incentive mechanisms and ranking methods. Cambridge University Press, Cambridge, UK. ISBN 9781107033139

Online resource

Vojnovic, Milan ORCID: 0000-0003-1382-022X (2016) 5 minutes with Milan Vojnovic. Maths@LSE Blog (14 Dec 2016). Website.