Kashif Rasul
9 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (25)
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Venues
Top co-authors
Research topics
Machine Learning
(7)
Deep Learning
(5)
Models
(4)
Learning Types
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Data Science & Analytics
(2)
Core AI
(2)
Core Methods
(2)
Methods
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Keywords
probabilistic forecasting
(4)
autoregressive model
(2)
diffusion model
(2)
time series forecasting
(2)
multivariate time series
(2)
attention mechanism
(1)
optimal transport
(1)
sequence labeling
(1)
model alignment
(1)
function space
(1)
time series
(1)
vector quantization
(1)
uncertainty quantification
(1)
markov chain
(1)
score matching
(1)
text-to-image generation
(1)
likelihood estimation
(1)
riemannian manifold
(1)
moment matching
(1)
stochastic process
(1)
Papers
Margin-Aware Preference Optimization for Aligning Diffusion Models Without Reference
AAAI 2026
Riemannian Manifold Learning for Stackelberg Games with Neural Flow Representations
AAAI 2026
VQ-TR: Vector Quantized Attention for Time Series Forecasting
ICLR 2024
Modeling Temporal Data as Continuous Functions with Stochastic Process Diffusion
ICML 2023
Provably Convergent Schrödinger Bridge with Applications to Probabilistic Time Series Imputation
ICML 2023
Risk Bounds on Aleatoric Uncertainty Recovery
AISTATS 2023
Autoregressive Denoising Diffusion Models for Multivariate Probabilistic Time Series Forecasting
ICML 2021
Multivariate Probabilistic Time Series Forecasting via Conditioned Normalizing Flows
ICLR 2021
FLAIR: An Easy-to-Use Framework for State-of-the-Art NLP
NAACL 2019