Morgane Goibert

3 papers · 2022–2023 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

AISTATS (2) ICML (1)

Top co-authors

Ekhine Irurozki (2) Stéphan Clémençon (2) Clément Calauzènes (1) Pavlo Mozharovskyi (1) Elvis DOHMATOB (1) Chuan Guo (1)

Research topics

Data Science & Analytics (2) Machine Learning (2) Mathematics & Optimization (2) Mathematics (2) Optimization & Theory (2) Deep Learning (1) Applications (1) Architectures (1) Core Methods (1) Learning Types (1) Methods (1)

Keywords

consensus ranking (2) robust statistics (1) query complexity (1) black-box attack (1) adversarial perturbation (1) low-dimensional subspace (1) preference data (1) quantile function (1) ranking data (1) breakdown point (1) median ranking (1) neural network (1) ranking distribution (1) statistical depth (1) preference learning (1) permutation statistics (1)

Papers

Origins of Low-Dimensional Adversarial Perturbations AISTATS 2023 Robust Consensus in Ranking Data Analysis: Definitions, Properties and Computational Issues ICML 2023 Statistical Depth Functions for Ranking Distributions: Definitions, Statistical Learning and Applications AISTATS 2022