Nov 11, 2023 · In this work, we consider agnostic learning with membership queries for touchstone classes at the frontier of agnostic learning.

Mar 15, 2024 · In this work, we consider agnostic learning with membership queries for touchstone classes at the frontier of agnostic learning.

Abstract. Designing computationally efficient algorithms in the agnostic learning model (Haussler, 1992;. Kearns et al., 1994) is notoriously difficult.

Nov 11, 2023 · We present a variety of new nontrivial AMQ-learning algorithms. For the sake of clarity, we now present somewhat weaker and slightly informal ...

Nov 14, 2023 · Agnostic Membership Query Learning with Nontrivial Savings: New Results, Techniques. (arXiv:2311.06690v1 [cs.LG]) https://t.co/s7oQW4RN75.

Agnostic Membership Query Learning with Nontrivial Savings: New Results, Techniques. A Karchmer. International Conference on Algorithmic Learning Theory, PMLR ...

Agnostic Membership Query Learning with Nontrivial Savings: New Results and Techniques. ALT 2024. Ari Karchmer. ArXiv preprint. Distributional PAC-Learning ...

Agnostic Membership Query Learning with Nontrivial Savings: New Results and Techniques Karchmer, Ari; Partially Interpretable Models with Guarantees on ...

Mar 22, 2024 · Agnostic membership query learning with nontrivial savings: New results, techniques. In 35th International Conference on Algorithmic ...

Agnostic Membership Query Learning with Nontrivial Savings: New Results and Techniques Learning Hypertrees From Shortest Path Queries. Bandits Problems