Mohsen Guizani
6 papers · 2024–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(19)
❓
The Questioner
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Core AI
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Representation
(1)
Techniques
(1)
Keywords
conformal prediction
(2)
conditional coverage
(2)
attention mechanism
(1)
knowledge distillation
(1)
quantile regression
(1)
multivariate regression
(1)
probability calibration
(1)
knowledge graph
(1)
convergence guarantee
(1)
data heterogeneity
(1)
prediction set
(1)
low-rank model
(1)
temperature scaling
(1)
recommender system
(1)
expected calibration error
(1)
communication cost
(1)
total variation distance
(1)
explainable recommendation
(1)
computation cost
(1)
reciprocal recommendation
(1)
Papers
Adaptive Cumulative Mass Calibration with Conformal Prediction
UAI 2026
Who to Trust? Aggregating Client Predictions in Federated Distillation.
UAI 2026
Probabilistic Conformal Prediction with Approximate Conditional Validity
ICLR 2025
Rectifying Conformity Scores for Better Conditional Coverage
ICML 2025
FedLMT: Tackling System Heterogeneity of Federated Learning via Low-Rank Model Training with Theoretical Guarantees
ICML 2024
Knowledge-Aware Explainable Reciprocal Recommendation
AAAI 2024