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2019
Berk Ustun, Alexander Spanghler, and Yang Liu
. 2019. “
Actionable Recourse in Linear Classification
.” In ACM Conference on Fairness, Accountability, and Transparency (FAT '19).
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2018
Shuran Zheng, Bo Waggoner, Yang Liu, and Yiling Chen
. 2018. “
Active Information Acquisition for Linear Optimization
.” In Proceedings of the Conference on Uncertainty in Artificial Intelligence (UAI-2018).
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Nir Rosenfeld, Eric Balkanski, Amir Globerson, and Yaron Singer
. 2018. “
Learning to Optimize Combinatorial Functions
.” In Proceedings of the 35th International Conference on Machine Learning (ICML 2018).
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2017
Eric Balkanski, Aviad Rubinstein, and Yaron Singer
. 2017. “
The Limitations of Optimization from Samples
.” In ACM Symposium on the Theory of Computing (STOC 2017).
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Hassidim Avinatan and Yaron Singer
. 2017. “
Robust Guarantees of Stochastic Greedy Algorithms
.” In International Conference of Machine Learning (ICML) .
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Eric Balkanski and Yaron Singer
. 2017. “
The Sample Complexity of Optimizing a Convex Function
.” In Proc. of the Conference on Learning Theory (COLT-17).
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Avinatan Hassidim and Yaron Singer
. 2017. “
Submodular Optimization under Noise
.” In Proc. of the Conference on Learning Theory (COLT-17).
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2016
Eric Balkanski, Andreas Krause, Baharan Mirzasoleiman, and Yaron Singer
. 2016. “
Learning Sparse Combinatorial Representations viaTwo-stage Submodular Maximization
.” In International Conference of Machine Learning (ICML) , Pp. 2207-2216.
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Ashwinkumar Badanidiyuru, Christos Papadimitriou, Aviad Rubinstein, Lior Seeman, and Yaron Singer
. 2016. “
Locally Adaptive Optimization: Adaptive Seeding for Monotone Submodular Functions
.” In ACM-SIAM Symposium on Discrete Algorithms (SODA), Pp. 414-429.
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2015
Aviad Rubinstein, Lior Seeman, and Yaron Singer
. 2015. “
Approximability of Adaptive Seeding under Knapsack Constraints
.” In The ACM Conference on Economics and Computation (EC) 2015, Pp. 797-814.
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Brendan Lucier, Joel Oren, and Yaron Singer
. 2015. “
Influence at Scale: Distributed Computation of Contagion in Networks
.” In The ACM Conference on Knowledge Discovery and Data Mining (KDD), Pp. 735-744.
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Yaron Singer and Jan Vondrak
. 2015. “
Information-theoretic Lower Bounds for Convex Optimization with Erroneous Oracles
.” In Annual Conference on Neural Information Processing Systems (NIPS), Pp. 3204-3212.
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2013
Brendan Lucier, Eva Tardos, and Vasilis Syrgkanis
. 2013. “
Equilibrium in Combinatorial Public Projects
.” In The Conference on Web and Internet Economics (WINE) , Pp. 347-360.
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