When are local queries useful for robust learning?

When are local queries useful for robust learning?

Distributional assumptions have been shown to be necessary for the robust learnability of concept classes when considering the exact-in-the-ball robust risk and access to random examples by Gourdeau et al. (2019). In this paper, we study learning models where the learner is given more power through...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron:	Gourdeau, P, Kanade, V, Kwiatkowska, M, Worrell, J
Fformat:	Conference item
Iaith:	English
Cyhoeddwyd:	Curran Associates 2023

Eitemau Tebyg

Sample complexity bounds for robustly learning decision lists against evasion attacks
gan: Gourdeau, P, et al.
Cyhoeddwyd: (2022)

On the hardness of robust classification
gan: Gourdeau, P, et al.
Cyhoeddwyd: (2019)

On the hardness of robust classification
gan: Gourdeau, P, et al.
Cyhoeddwyd: (2021)

Sample complexity of robust learning against evasion attacks
gan: Gourdeau, P
Cyhoeddwyd: (2023)

Kepler: Robust Learning for Parametric Query Optimization
gan: Doshi, Lyric, et al.
Cyhoeddwyd: (2023)

First-order orbit queries
gan: Almagor, S, et al.
Cyhoeddwyd: (2020)

The performance of relational and object-relational SQL queries when using Oracle
gan: Francisco Javier Moreno Arboleda, et al.
Cyhoeddwyd: (2005-09-01)

Safety and robustness for deep learning with provable guarantees (keynote)
gan: Kwiatkowska, M
Cyhoeddwyd: (2019)

Crafting the Path: Robust Query Rewriting for Information Retrieval
gan: Ingeol Baek, et al.
Cyhoeddwyd: (2025-01-01)

Robust data partitioning for ad-hoc query processing
gan: Nguyen, Qui T
Cyhoeddwyd: (2016)

A robust partitioning scheme for ad-hoc query workloads
gan: Shanbhag, Anil, et al.
Cyhoeddwyd: (2021)

When Can We Answer Queries Using Result-Bounded Data Interfaces?
gan: Antoine Amarilli, et al.
Cyhoeddwyd: (2022-06-01)

When can we answer queries using result-bounded data interfaces?
gan: Amarilli, A, et al.
Cyhoeddwyd: (2018)

Robustness of 3D deep learning in an adversarial setting
gan: Wicker, M, et al.
Cyhoeddwyd: (2020)

Safety and robustness for deep learning with provable guarantees (invited paper - keynote)
gan: Kwiatkowska, M
Cyhoeddwyd: (2020)

Learned Query Optimization by Constraint-Based Query Plan Augmentation
gan: Chen Ye, et al.
Cyhoeddwyd: (2024-10-01)

On coalescence time in graphs–when is coalescing as fast as meeting?
gan: Kanade, V, et al.
Cyhoeddwyd: (2023)

Collaborative querying using the Query Graph Visualizer
gan: Goh, Dion Hoe-Lian, et al.
Cyhoeddwyd: (2010)

Query Recommendation Using Hybrid Query Relevance
gan: Jialu Xu, et al.
Cyhoeddwyd: (2018-11-01)

On coalescence time in graphs: When is coalescing as fast as meeting?
gan: Kanade, V, et al.
Cyhoeddwyd: (2019)

Learning to reformulate long queries
gan: Gupta, Neha, S.M. Massachusetts Institute of Technology
Cyhoeddwyd: (2010)

Sloth: Being Lazy is a Virtue (When Issuing Database Queries)
gan: Cheung, Alvin K., et al.
Cyhoeddwyd: (2014)

Sloth: Being Lazy is a Virtue (When Issuing Database Queries)
gan: Cheung, Alvin, et al.
Cyhoeddwyd: (2014)

Active learning using arbitrary binary valued queries
Cyhoeddwyd: (2003)

Robust K nearest neighbor query processing algorithm in wireless sensor networks
gan: LIU Liang, et al.
Cyhoeddwyd: (2010-01-01)

Robust K nearest neighbor query processing algorithm in wireless sensor networks
gan: LIU Liang, et al.
Cyhoeddwyd: (2010-01-01)

Learning methods for robust localization
gan: Chen, C
Cyhoeddwyd: (2020)

Semantic query in a relational database using a local ontology construction
gan: Saeed M.Sedighi, et al.
Cyhoeddwyd: (2012-10-01)

A Survey of Query Expansion, Query Suggestion and Query Refinement Techniques
gan: Ooi, Jessie, et al.
Cyhoeddwyd: (2015)

Time heuristics ranking approach for recommended queries using search engine query logs
gan: R. UMAGANDHI, et al.
Cyhoeddwyd: (2014-04-01)

Query-efficient locally decodable codes of subexponential length
gan: Chee, Yeow Meng, et al.
Cyhoeddwyd: (2012)

Complex Queries for Querying Linked Data
gan: Hasna Boumechaal, et al.
Cyhoeddwyd: (2023-03-01)

Neo: a learned query optimizer
gan: Marcus, Ryan, et al.
Cyhoeddwyd: (2021)

Learned Query Optimizers: Evaluation and Improvement
gan: Artem Mikhaylov, et al.
Cyhoeddwyd: (2022-01-01)

Learning query behavior in the haystack system
gan: Chien, Wendy S. (Wendy Shaur-Wen), 1977-
Cyhoeddwyd: (2014)

Learning game-theoretic equilibria via query protocols
gan: Goldberg, P
Cyhoeddwyd: (2017)

Exploring Inter-Instance Relationships within the Query Set for Robust Image Set Matching
gan: Deyin Liu, et al.
Cyhoeddwyd: (2019-11-01)

Using Text-Spotting to Query the World
gan: Posner, I, et al.
Cyhoeddwyd: (2010)

Exponential tail local Rademacher complexity risk bounds without the Bernstein condition
gan: Kanade, V, et al.
Cyhoeddwyd: (2024)

Using ontology for querying in relational database
gan: O. V. Tkanko, et al.
Cyhoeddwyd: (2013-09-01)