Manish Purohit
12 papers · 2018–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (7) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (4) π Cross-Pollinator (5)
π
Academic Marathon
(7)
πΊοΈ
Taxonomy Completionist
(12)
π€
Dynamic Duo
(10)
π
Keyword Champion
(2)
π₯
Unstoppable
(6)
π
Century Club
(12)
π
Trend Setter
Conferences
ICML (5)
NIPS (5)
AISTATS (1)
ICLR (1)
Top co-authors
Keywords
regret bound
(6)
online algorithm
(4)
online learning
(3)
online linear optimization
(3)
stochastic optimization
(2)
logarithmic regret
(2)
competitive ratio
(2)
linear optimization
(2)
machine-learned prediction
(2)
optimistic regret
(2)
hint vector
(2)
bandit feedback
(1)
model selection
(1)
multi-armed bandit
(1)
neural network training
(1)
reinforcement learning
(1)
approximation algorithm
(1)
learning-augmented algorithm
(1)
linear bandit
(1)
stochastic bandit
(1)
Papers
Descent with Misaligned Gradients and Applications to Hidden Convexity
ICLR 2025
Bandit Online Linear Optimization with Hints and Queries
ICML 2023
Parsimonious Learning-Augmented Caching
ICML 2022
Logarithmic Regret from Sublinear Hints
NIPS 2021
Dynamic Balancing for Model Selection in Bandits and RL
ICML 2021
Online Knapsack with Frequency Predictions
NIPS 2021
Power of Hints for Online Learning with Movement Costs
AISTATS 2021
Online Linear Optimization with Many Hints
NIPS 2020
Online Learning with Imperfect Hints
ICML 2020
Hiring Under Uncertainty
ICML 2019
Efficient Rematerialization for Deep Networks
NIPS 2019
Improving Online Algorithms via ML Predictions
NIPS 2018