| 2025 | COLT | A Distributional-Lifting Theorem for PAC Learning. | Guy Blanc, Jane Lange, Carmen Strassle, Li-Yang Tan |
| 2025 | COLT | Predicting quantum channels over general product distributions. | Sitan Chen, Jaume de Dios Pont, Jun-Ting Hsieh, Hsin-Yuan Huang, Jane Lange, Jerry Li |
| 2025 | SODA | Local Lipschitz Filters for Bounded-Range Functions with Applications to Arbitrary Real-Valued Functions. | Jane Lange, Ephraim Linder, Sofya Raskhodnikova, Arsen Vasilyan |
| 2023 | FOCS | Agnostic proper learning of monotone functions: beyond the black-box correction barrier. | Jane Lange, Arsen Vasilyan |
| 2023 | STOC | Lifting Uniform Learners via Distributional Decomposition. | Guy Blanc, Jane Lange, Ali Malik, Li-Yang Tan |
| 2022 | COLT | On the power of adaptivity in statistical adversaries. | Guy Blanc, Jane Lange, Ali Malik, Li-Yang Tan |
| 2022 | FOCS | Properly learning monotone functions via local correction. | Jane Lange, Ronitt Rubinfeld, Arsen Vasilyan |
| 2022 | ICALP | Reconstructing Decision Trees. | Guy Blanc, Jane Lange, Li-Yang Tan |
| 2022 | ICML | A query-optimal algorithm for finding counterfactuals. | Guy Blanc, Caleb Koch, Jane Lange, Li-Yang Tan |
| 2022 | ICML | Popular decision tree algorithms are provably noise tolerant. | Guy Blanc, Jane Lange, Ali Malik, Li-Yang Tan |
| 2022 | ISAIM | Properly learning decision trees in almost polynomial time. | Guy Blanc, Jane Lange |
| 2022 | STOC | The query complexity of certification. | Guy Blanc, Caleb Koch, Jane Lange, Li-Yang Tan |
| 2021 | FOCS | Properly learning decision trees in almost polynomial time. | Guy Blanc, Jane Lange, Mingda Qiao, Li-Yang Tan |
| 2021 | ICALP | Learning Stochastic Decision Trees. | Guy Blanc, Jane Lange, Li-Yang Tan |
| 2021 | IJCAI | Politeness for the Theory of Algebraic Datatypes (Extended Abstract). | Ying Sheng, Yoni Zohar, Christophe Ringeissen, Jane Lange, Pascal Fontaine, Clark W. Barrett |
| 2021 | SODA | Query strategies for priced information, revisited. | Guy Blanc, Jane Lange, Li-Yang Tan |
| 2020 | CADE | Politeness for the Theory of Algebraic Datatypes. | Ying Sheng, Yoni Zohar, Christophe Ringeissen, Jane Lange, Pascal Fontaine, Clark W. Barrett |
| 2020 | ICML | Provable guarantees for decision tree induction: the agnostic setting. | Guy Blanc, Jane Lange, Li-Yang Tan |