Avrim Blum
Toyota Technological Institute
H-index: 80
Asia-Japan
Top articles of Avrim Blum
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Strategic classification under unknown personalized manipulation | Advances in Neural Information Processing Systems | Han Shao Avrim Blum Omar Montasser | 2024/2/13 |
Learning Actionable Counterfactual Explanations in Large State Spaces | arXiv preprint arXiv:2404.17034 | Keziah Naggita Matthew R Walter Avrim Blum | 2024/4/25 |
Eliciting user preferences for personalized multi-objective decision making through comparative feedback | Advances in Neural Information Processing Systems | Han Shao Lee Cohen Avrim Blum Yishay Mansour Aadirupa Saha | 2024/2/13 |
Agnostic Multi-Robust Learning using ERM | Saba Ahmadi Avrim Blum Omar Montasser Kevin M Stangl | 2024/4/18 | |
Winning Without Observing Payoffs: Exploiting Behavioral Biases to Win Nearly Every Round | Avrim Blum Melissa Dutz | 2024 | |
On the Vulnerability of Fairness Constrained Learning to Malicious Noise | Avrim Blum Princewill Okoroafor Aadirupa Saha Kevin M Stangl | 2024/4/18 | |
Nearly-tight Approximation Guarantees for the Improving Multi-Armed Bandits Problem | arXiv preprint arXiv:2404.01198 | Avrim Blum Kavya Ravichandran | 2024/4/1 |
Dueling optimization with a monotone adversary | Avrim Blum Meghal Gupta Gene Li Naren Sarayu Manoj Aadirupa Saha | 2024/3/15 | |
Certifiable (Multi) Robustness Against Patch Attacks Using ERM | arXiv preprint arXiv:2303.08944 | Saba Ahmadi Avrim Blum Omar Montasser Kevin Stangl | 2023/3/15 |
An analysis of robustness of non-lipschitz networks | Journal of Machine Learning Research | Maria-Florina Balcan Avrim Blum Dravyansh Sharma Hongyang Zhang | 2023 |
Multi-agent Value of Information for components’ inspections | ICASP14-14th International Conference on Applications of Statistics and Probability in Civil Engineering | Chaochao Lin Maria-Florina Balcan Avrim Blum Matteo Pozzi | 2023/8 |
Fundamental bounds on online strategic classification | Saba Ahmadi Avrim Blum Kunhe Yang | 2023/7/9 | |
Robustly-reliable learners under poisoning attacks | Maria-Florina Balcan Avrim Blum Steve Hanneke Dravyansh Sharma | 2022/6/28 | |
Multi stage screening: Enforcing fairness and maximizing efficiency in a pre-existing pipeline | Avrim Blum Kevin Stangl Ali Vakilian | 2022/6/21 | |
On classification of strategic agents who can both game and improve | arXiv preprint arXiv:2203.00124 | Saba Ahmadi Hedyeh Beyhaghi Avrim Blum Keziah Naggita | 2022/2/28 |
Boosting barely robust learners: A new perspective on adversarial robustness | Advances in Neural Information Processing Systems | Avrim Blum Omar Montasser Greg Shakhnarovich Hongyang Zhang | 2022/12/6 |
Setting fair incentives to maximize improvement | arXiv preprint arXiv:2203.00134 | Saba Ahmadi Hedyeh Beyhaghi Avrim Blum Keziah Naggita | 2022/2/28 |
A theory of PAC learnability under transformation invariances | Advances in Neural Information Processing Systems | Han Shao Omar Montasser Avrim Blum | 2022/12/6 |
Stochastic vertex cover with few queries | Soheil Behnezhad Avrim Blum Mahsa Derakhshan | 2022 | |
Certifiable Robustness Against Patch Attacks Using an ERM Oracle | Kevin Stangl Avrim Blum Omar Montasser Saba Ahmadi | 2022/11/18 |
