Research

P U B L I C A T I O N S

Feature Clustering for Support Indentification in Extreme Regions,
H. Jalalzai, R. Leluc, ICML 2021.
Concentration bounds for the empirical angular measure with statistical learning applications,
S. Clémençon, H. Jalalzai, A. Sabourin, J. Segers submitted.
Heavy-tailed Representations, text polarity Classification & Data Augmentation,
H. Jalalzai(*), P. Colombo(*), C. Clavel, E. Gaussier, G. Varni, E. Vignon, A. Sabourin, NeurIPS 2021.
Classification binaire sur les régions extrêmes,
H. Jalalzai, S. Clemençon, A. Sabourin, JDS 2019.
On binary Classification in Extreme Regions,
H. Jalalzai, S. Clemençon, A. Sabourin, NeurIPS 2018.

Above (*) denotes equal contribution.

W O R K S H O P S

Pareto Optimal Thresholds Between Extreme and Central Regions,
H. Jalalzai, D. Gaudrie, LION15 2021.
Graph Neural Networks with Extreme Nodes Discrimination,
G. Panagopoulos, H. Jalalzai, Workshop on Graph Embedding and Mining, ECML-PKDD 2020.

  S E L E C T I O N    O F   T A L K S  &  E V E N T S

DeepLearn21, Las Palmas de Gran Canaria, Spain (online), 2021
EVA21, Best Student Paper – Contributed Talk, Edinburgh, Scotland (online), 2021
LION15, Athens, Greece (online), 2021
MIAG Seminar – PhD students Seminar, Université de Montpellier, Montpellier, 2020
EVA19, Statistical Learning Methods – Contributed Talk, Zagreb, 2019
Machine Learning Summer School, London, 2019
Journées de Statistique, Valeurs extrêmes multivariées, Nancy, 2019
SMILE Seminar, Paris, 2019
AMA Seminar, LIG, Grenoble, 2018
Workshop on Rare Events, Extremes and Machine Learning, Paris, 2018

O R G A N I Z E R

Junior Conference on Data Science & Engineering 2017, Student Commitee member.
Workshop on Machine Learning and Artificial Intelligence 2019, Co-Organizer.

R E V I E W E R

I served as a reviewer for the following conferences: ICML 2021, Neurips 2021.