Ali Kavis
15 papers · 2018–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (7) π Interdisciplinary Bridge π Conference Polyglot (3) π§ Keyword Pioneer π Cross-Pollinator (7)
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Cross-Pollinator
(7)
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Taxonomy Completionist
(17)
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Keyword Champion
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Triple Crown
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Dynamic Duo
(13)
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Topic Evolution
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Keyword Collector
(57)
π₯
Unstoppable
(8)
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Century Club
(15)
Conferences
NIPS (9)
ICML (4)
ICLR (2)
Top co-authors
Keywords
convergence rate
(3)
stochastic optimization
(3)
convex optimization
(3)
non-convex optimization
(3)
stochastic gradient descent
(2)
adaptive step size
(2)
variance reduction
(1)
nonconvex optimization
(1)
langevin dynamics
(1)
latent dirichlet allocation
(1)
minimax optimization
(1)
constrained optimization
(1)
second-order optimization
(1)
oracle complexity
(1)
bayesian inference
(1)
accelerated gradient
(1)
adaptive learning rate
(1)
mirror descent
(1)
dual averaging
(1)
variational inequality
(1)
Papers
Upweighting Easy Samples in Fine-Tuning Mitigates Forgetting
ICML 2025
Adaptive and Optimal Second-order Optimistic Methods for Minimax Optimization
NIPS 2024
Universal Gradient Methods for Stochastic Convex Optimization
ICML 2024
Advancing the Lower Bounds: an Accelerated, Stochastic, Second-order Method with Optimal Adaptation to Inexactness
ICLR 2024
Alternation makes the adversary weaker in two-player games
NIPS 2023
Extra-Newton: A First Approach to Noise-Adaptive Accelerated Second-Order Methods
NIPS 2022
High Probability Bounds for a Class of Nonconvex Algorithms with AdaGrad Stepsize
ICLR 2022
Adaptive Stochastic Variance Reduction for Non-convex Finite-Sum Minimization
NIPS 2022
Sifting through the noise: Universal first-order methods for stochastic variational inequalities
NIPS 2021
STORM+: Fully Adaptive SGD with Recursive Momentum for Nonconvex Optimization
NIPS 2021
Double-Loop Unadjusted Langevin Algorithm
ICML 2020
On the Almost Sure Convergence of Stochastic Gradient Descent in Non-Convex Problems
NIPS 2020
Efficient learning of smooth probability functions from Bernoulli tests with guarantees
ICML 2019
UniXGrad: A Universal, Adaptive Algorithm with Optimal Guarantees for Constrained Optimization
NIPS 2019
Mirrored Langevin Dynamics
NIPS 2018