Ali Hasan
14 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (30)
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Dynamic Duo
(13)
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Keyword Collector
(62)
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Trend Setter
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Century Club Β· Bronze
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Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Machine Learning
(14)
Deep Learning
(6)
Mathematics & Optimization
(6)
Optimization & Theory
(6)
Artificial Intelligence
(5)
Core Methods
(4)
Learning Types
(4)
Mathematics
(4)
Models
(3)
Data Science & Analytics
(2)
Architectures
(2)
Bayesian & Probabilistic Β· Artificial Intelligence
(2)
Bayesian & Probabilistic Β· Machine Learning
(2)
Core AI
(2)
Methods
(2)
Keywords
extreme value theory
(3)
generative model
(3)
diffusion process
(2)
time series
(2)
multivariate distribution
(2)
point process
(2)
partial differential equation
(2)
model predictive control
(1)
density estimation
(1)
representation learning
(1)
probability distribution
(1)
value function
(1)
kullback-leibler divergence
(1)
stochastic control
(1)
off-policy learning
(1)
probabilistic modeling
(1)
distribution shift
(1)
generalization error
(1)
parameter inference
(1)
nonparametric estimation
(1)
Papers
Learning Max-Stable Representations that Extrapolate
UAI 2026
Conditional Average Treatment Effect Estimation Under Hidden Confounders
UAI 2025
Elliptic Loss Regularization
ICLR 2025
Off-policy Predictive Control with Causal Sensitivity Analysis
UAI 2025
Parabolic Continual Learning
AISTATS 2025
Base Models for Parabolic Partial Differential Equations
UAI 2024
Distributionally Robust Optimization as a Scalable Framework to Characterize Extreme Value Distributions
UAI 2024
Neural McKean-Vlasov Processes: Distributional Dependence in Diffusion Processes
AISTATS 2024
Characteristic Neural Ordinary Differential Equation
ICLR 2023
Inference and sampling of point processes from diffusion excursions
UAI 2023
Inference and Sampling for Archimax Copulas
NeurIPS 2022
Modeling extremes with d-max-decreasing neural networks
UAI 2022
Fisher Auto-Encoders
AISTATS 2021
Generative Archimedean copulas
UAI 2021