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Jane Lange

Identifiers

  • name variant Jane Lange 0.60 · backfill

Papers (24)

  1. Predicting quantum channels over general product distributions quant-ph · 2024 · author #5
  2. Harnessing the Power of Choices in Decision Tree Learning cs.LG · 2023 · author #2
  3. Local Lipschitz Filters for Bounded-Range Functions with Applications to Arbitrary Real-Valued Functions cs.DS · 2023 · author #1
  4. Agnostic proper learning of monotone functions: beyond the black-box correction barrier cs.DS · 2023 · author #1
  5. Lifting uniform learners via distributional decomposition stat.ML · 2023 · author #2
  6. Certification with an NP Oracle cs.CC · 2022 · author #3
  7. A Query-Optimal Algorithm for Finding Counterfactuals cs.DS · 2022 · author #3
  8. Open Problem: Properly learning decision trees in polynomial time? cs.DS · 2022 · author #2
  9. Popular decision tree algorithms are provably noise tolerant cs.LG · 2022 · author #2
  10. Properly learning monotone functions via local reconstruction cs.DS · 2022 · author #1
  11. The Query Complexity of Certification cs.DS · 2022 · author #3
  12. On the power of adaptivity in statistical adversaries cs.LG · 2021 · author #2
  13. Provably efficient, succinct, and precise explanations cs.LG · 2021 · author #2
  14. Properly learning decision trees in almost polynomial time cs.DS · 2021 · author #2
  15. Decision tree heuristics can fail, even in the smoothed setting cs.LG · 2021 · author #2
  16. Learning stochastic decision trees cs.LG · 2021 · author #2
  17. Reconstructing decision trees cs.DS · 2020 · author #2
  18. Estimating decision tree learnability with polylogarithmic sample complexity cs.LG · 2020 · author #3
  19. Query strategies for priced information, revisited cs.DS · 2020 · author #2
  20. Universal guarantees for decision tree induction via a higher-order splitting criterion cs.LG · 2020 · author #3
  21. Provable guarantees for decision tree induction: the agnostic setting cs.DS · 2020 · author #2
  22. Politeness for the Theory of Algebraic Datatypes cs.LO · 2020 · author #4
  23. Constructive derandomization of query algorithms cs.CC · 2019 · author #2
  24. Top-down induction of decision trees: rigorous guarantees and inherent limitations cs.DS · 2019 · author #2

Mentions

  • 2409.03684 #5 · arxiv_oai · confidence 0.70 Jane Lange
  • 2308.14716 #1 · arxiv_oai · confidence 0.70 Jane Lange
  • 2310.01551 #2 · arxiv_oai · confidence 0.70 Jane Lange
  • 2304.02700 #1 · arxiv_oai · confidence 0.70 Jane Lange
  • 2303.16208 #2 · arxiv_oai · confidence 0.70 Jane Lange
  • 2204.11894 #1 · arxiv_oai · confidence 0.70 Jane Lange
  • 2211.02257 #3 · arxiv_oai · confidence 0.70 Jane Lange
  • 2207.07072 #3 · arxiv_oai · confidence 0.70 Jane Lange
  • 2206.14431 #2 · arxiv_oai · confidence 0.70 Jane Lange
  • 2111.10352 #2 · arxiv_oai · confidence 0.70 Jane Lange
  • 2206.08899 #2 · arxiv_oai · confidence 0.70 Jane Lange
  • 2012.08735 #2 · arxiv_oai · confidence 0.70 Jane Lange
  • 2201.07736 #3 · arxiv_oai · confidence 0.70 Jane Lange
  • 2111.01576 #2 · arxiv_oai · confidence 0.70 Jane Lange
  • 2109.00637 #2 · arxiv_oai · confidence 0.70 Jane Lange
  • 2107.00819 #2 · arxiv_oai · confidence 0.70 Jane Lange
  • 2105.03594 #2 · arxiv_oai · confidence 0.70 Jane Lange
  • 2011.01584 #3 · arxiv_oai · confidence 0.70 Jane Lange
  • 2010.11381 #2 · arxiv_oai · confidence 0.70 Jane Lange
  • 2010.08633 #3 · arxiv_oai · confidence 0.70 Jane Lange
  • 2006.00743 #2 · arxiv_oai · confidence 0.70 Jane Lange
  • 2004.04854 #4 · arxiv_oai · confidence 0.70 Jane Lange
  • 1912.03042 #2 · arxiv_oai · confidence 0.70 Jane Lange
  • 1911.07375 #2 · arxiv_oai · confidence 0.70 Jane Lange

Frequent Coauthors