Hamid JALALZAI
4 papers · 2018–2022 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Application Areas
(3)
Core Methods
(3)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Security & Privacy
(1)
Analysis
(1)
Applications
(1)
Core AI
(1)
Learning Types
(1)
Mathematics
(1)
Privacy
(1)
Keywords
extreme value theory
(2)
risk management
(1)
binary classification
(1)
anomaly detection
(1)
data augmentation
(1)
sentiment classification
(1)
empirical risk minimization
(1)
feature clustering
(1)
risk estimation
(1)
adversarial perturbation
(1)
adversarial example
(1)
privacy leakage
(1)
membership inference
(1)
heavy-tail distribution
(1)
empirical risk minimizer
(1)
perturbation magnitude
(1)
model privacy
(1)
label-preserving augmentation
(1)
extreme region
(1)
maximal deviation inequality
(1)
Papers
Leveraging Adversarial Examples To Quantify Membership Information Leakage
CVPR 2022
Feature Clustering for Support Identification in Extreme Regions
ICML 2021
Heavy-tailed Representations, Text Polarity Classification & Data Augmentation
NeurIPS 2020
On Binary Classification in Extreme Regions
NeurIPS 2018