Mahnoosh Alizadeh
13 papers · 2018–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (7) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (6) π Cross-Pollinator (7)
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(30)
π
Conference Polyglot
(6)
π
Century Club
(13)
ποΈ
Keyword Collector
(55)
π
Trend Setter
π
Conference Pioneer
Conferences
L4DC (4)
ACL (2)
AISTATS (2)
ICML (2)
NIPS (2)
RSS (1)
Top co-authors
Keywords
regret bound
(6)
multi-armed bandit
(4)
safety constraint
(3)
stochastic optimization
(2)
large language model
(2)
sublinear regret
(2)
parameter-efficient fine-tuning
(2)
federated learning
(2)
linear bandit
(2)
safe optimization
(2)
parameter selection
(1)
communication efficiency
(1)
ucb algorithm
(1)
bayesian optimization
(1)
bandit feedback
(1)
feature selection
(1)
linear programming
(1)
gaussian process
(1)
convex optimization
(1)
upper confidence bound
(1)
Papers
Constrained Online Convex Optimization with Polyak Feasibility Steps
ICML 2025
Optimistic Safety for Online Convex Optimization with Unknown Linear Constraints
AISTATS 2025
Communication-Efficient and Tensorized Federated Fine-Tuning of Large Language Models
ACL 2025
Decentralized Low-Rank Fine-Tuning of Large Language Models
ACL 2025
Safe dynamic pricing for nonstationary network resource allocation
L4DC 2024
Directional Optimism for Safe Linear Bandits
AISTATS 2024
Safe online convex optimization with multi-point feedback
L4DC 2024
The Impact of the Geometric Properties of the Constraint Set in Safe Optimization with Bandit Feedback
L4DC 2023
Feature and Parameter Selection in Stochastic Linear Bandits
ICML 2022
Stage-wise Conservative Linear Bandits
NIPS 2020
Regret Bound for Safe Gaussian Process Bandit Optimization
L4DC 2020
Linear Stochastic Bandits Under Safety Constraints
NIPS 2019
On the interaction between Autonomous Mobility-on-Demand systems and the power network: models and coordination algorithms
RSS 2018