Muhammad Bilal Zafar
10 papers · 2017–2026 · 8 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (21)
🏆
Keyword Champion
(3)
💎
Century Club · Bronze
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The Questioner
(2)
Top co-authors
Research topics
Machine Learning
(8)
Application Areas
(7)
Artificial Intelligence
(5)
Core AI
(5)
Core Methods
(5)
Deep Learning
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory · Machine Learning
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Mathematics
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Keywords
fair classification
(3)
fairness constraint
(2)
large language model
(2)
algorithmic fairness
(2)
principal component analysis
(1)
logistic regression
(1)
ordinal regression
(1)
decision boundary
(1)
semidefinite programming
(1)
low-rank approximation
(1)
distribution matching
(1)
kernel pca
(1)
model pruning
(1)
low-resource language
(1)
deep neural network
(1)
model interpretability
(1)
support vector machine
(1)
generalization guarantee
(1)
adversarial attack
(1)
cross-lingual transfer
(1)
Papers
Do LLM hallucination detectors suffer from low-resource effect?
EACL 2026
Can LLMs Explain Themselves Counterfactually?
EMNLP 2025
The Impact of Inference Acceleration on Bias of LLMs
NAACL 2025
Efficient fair PCA for fair representation learning
AISTATS 2023
Generating Distributional Adversarial Examples to Evade Statistical Detectors
ICML 2022
Pairwise Fairness for Ordinal Regression
AISTATS 2022
On the Lack of Robust Interpretability of Neural Text Classifiers
ACL 2021
Fairness Constraints: A Flexible Approach for Fair Classification
JMLR 2019
Fairness Constraints: Mechanisms for Fair Classification
AISTATS 2017
From Parity to Preference-based Notions of Fairness in Classification
NeurIPS 2017