Search Results - "Maria-Florina Balcan" :: K.UTB vyhledávací portál

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New Guarantees for Learning Revenue Maximizing Menus of Lotteries and Two-Part Tariffs

by Maria-Florina Balcan, Beyhaghi, Hedyeh
Published in arXiv.org (15.07.2024)

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Learning to Relax: Setting Solver Parameters Across a Sequence of Linear System Instances

by Khodak, Mikhail, Chow, Edmond, Balcan, Maria-Florina, Talwalkar, Ameet
Year of Publication 03.10.2023

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Modeling and Detecting Community Hierarchies

by Balcan, Maria Florina, Liang, Yingyu
Published in Similarity-Based Pattern Recognition

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Reliable learning in challenging environments

by Balcan, Maria-Florina, Hanneke, Steve, Pukdee, Rattana, Sharma, Dravyansh
Year of Publication 06.04.2023

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Nash Equilibria and Pitfalls of Adversarial Training in Adversarial Robustness Games

by Balcan, Maria-Florina, Pukdee, Rattana, Ravikumar, Pradeep, Zhang, Hongyang
Year of Publication 22.10.2022

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Label Propagation with Weak Supervision

by Pukdee, Rattana, Sam, Dylan, Balcan, Maria-Florina, Ravikumar, Pradeep
Year of Publication 07.10.2022

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Generalization in portfolio-based algorithm selection

by Balcan, Maria-Florina, Sandholm, Tuomas, Vitercik, Ellen
Year of Publication 24.12.2020

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Scalable and Provably Accurate Algorithms for Differentially Private Distributed Decision Tree Learning

by Wang, Kaiwen, Dick, Travis, Balcan, Maria-Florina
Year of Publication 19.12.2020

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Provably tuning the ElasticNet across instances

by Balcan, Maria-Florina, Khodak, Mikhail, Sharma, Dravyansh, Talwalkar, Ameet
Year of Publication 20.07.2022

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Bicriteria Multidimensional Mechanism Design with Side Information

by Maria-Florina Balcan, Prasad, Siddharth, Sandholm, Tuomas
Published in arXiv.org (09.10.2024)

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Meta-Learning Adversarial Bandits

by Balcan, Maria-Florina, Harris, Keegan, Khodak, Mikhail, Wu, Zhiwei Steven
Year of Publication 27.05.2022

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Spectrally Transformed Kernel Regression

by Zhai, Runtian, Pukdee, Rattana, Jin, Roger, Balcan, Maria-Florina, Ravikumar, Pradeep
Year of Publication 01.02.2024

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Subsidy design for better social outcomes

by Maria-Florina Balcan, Pozzi, Matteo, Sharma, Dravyansh
Published in arXiv.org (04.09.2024)

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Structural Analysis of Branch-and-Cut and the Learnability of Gomory Mixed Integer Cuts

by Balcan, Maria-Florina, Prasad, Siddharth, Sandholm, Tuomas, Vitercik, Ellen
Year of Publication 14.04.2022

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Robustly-reliable learners under poisoning attacks

by Balcan, Maria-Florina, Blum, Avrim, Hanneke, Steve, Sharma, Dravyansh
Year of Publication 08.03.2022

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Learning Predictions for Algorithms with Predictions

by Khodak, Mikhail, Balcan, Maria-Florina, Talwalkar, Ameet, Vassilvitskii, Sergei
Year of Publication 18.02.2022

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Refined bounds for algorithm configuration: The knife-edge of dual class approximability

by Balcan, Maria-Florina, Sandholm, Tuomas, Vitercik, Ellen
Year of Publication 21.06.2020

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Improved Sample Complexity Bounds for Branch-and-Cut

by Balcan, Maria-Florina, Prasad, Siddharth, Sandholm, Tuomas, Vitercik, Ellen
Year of Publication 17.11.2021

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Data-driven Algorithm Design

by Maria-Florina Balcan
Published in arXiv.org (14.11.2020)

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Robust reductions from ranking to classification: Learning Theory (COLT-2007)

by BALCAN, Maria-Florina, BANSAL, Nikhil, BEYGELZIMER, Alina, COPPERSMITH, Don, LANGFORD, John, SORKIN, Gregory B
Published in Machine learning (2008)

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