Hamid JALALZAI
4 papers · 2018–2022 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (14) 🧭 Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
NIPS (2)
CVPR (1)
ICML (1)
Top co-authors
Research topics
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)
extreme region
(1)
maximal deviation inequality
(1)
heavy-tailed embedding
(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
NIPS 2020
On Binary Classification in Extreme Regions
NIPS 2018