Mohsen Bayati
14 papers · 2010–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (15)
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Renaissance Researcher
(8)
πΊοΈ
Taxonomy Completionist
(33)
π
Conference Polyglot
(5)
π
Keyword Champion
π
Century Club
(13)
π
Trend Setter
ποΈ
Keyword Collector
(73)
Conferences
NIPS (8)
ACL (2)
JMLR (2)
AISTATS (1)
ICLR (1)
Top co-authors
Research topics
Keywords
low-rank matrix
(3)
generalized linear model
(2)
large language model
(2)
lasso regression
(2)
quantile regression
(2)
matrix completion
(2)
regret bound
(2)
large-scale optimization
(1)
conformal prediction
(1)
causal inference
(1)
empirical risk minimization
(1)
model alignment
(1)
maximum likelihood
(1)
message passing
(1)
high-dimensional statistics
(1)
sparse estimation
(1)
model selection
(1)
composite optimization
(1)
regularized regression
(1)
sparse regression
(1)
Papers
Text-to-Distribution Prediction with Quantile Tokens and Neighbor Context
ACL 2026
Quantile Regression with Large Language Models for Price Prediction
ACL 2025
Geometry-Aware Approaches for Balancing Performance and Theoretical Guarantees in Linear Bandits
ICLR 2025
Aligning Model Properties via Conformal Risk Control
NIPS 2024
Higher-Order Causal Message Passing for Experimentation with Complex Interference
NIPS 2024
On Low-rank Trace Regression under General Sampling Distribution
JMLR 2022
Thompson Sampling Efficiently Learns to Control Diffusion Processes
NIPS 2022
Unreasonable Effectiveness of Greedy Algorithms in Multi-Armed Bandit with Many Arms
NIPS 2020
Recommendation on a Budget: Column Space Recovery from Partially Observed Entries with Random or Active Sampling
AISTATS 2020
Scalable Approximations for Generalized Linear Problems
JMLR 2019
Personalizing Many Decisions with High-Dimensional Covariates
NIPS 2019
Scaled Least Squares Estimator for GLMs in Large-Scale Problems
NIPS 2016
Estimating LASSO Risk and Noise Level
NIPS 2013
The LASSO risk: asymptotic results and real world examples
NIPS 2010