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Home/Authors/Constantine Caramanis

Constantine Caramanis

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 16, 2026, 4:10 AM AMS

15

papers

405

total citations

papers (15)

Solving Linear Inverse Problems Provably via Posterior Sampling with Latent Diffusion Models

NEURIPS 2023arXiv

RL for Latent MDPs: Regret Guarantees and a Lower Bound

NEURIPS 2021arXiv

Beyond First-Order Tweedie: Solving Inverse Problems using Latent Diffusion

Robust compressed sensing using generative models

NEURIPS 2020arXiv

Reinforcement Learning in Reward-Mixing MDPs

NEURIPS 2021arXiv

Prospective Side Information for Latent MDPs

Applications of Common Entropy for Causal Inference

NEURIPS 2020arXiv

Non-Stationary Bandits under Recharging Payoffs: Improved Planning with Sublinear Regret

NEURIPS 2022arXiv

Optimizing Solution-Samplers for Combinatorial Problems: The Landscape of Policy-Gradient Method

NEURIPS 2023arXiv

Tractable Optimality in Episodic Latent MABs

NEURIPS 2022arXiv

Mix and Match: An Optimistic Tree-Search Approach for Learning Models from Mixture Distributions

NEURIPS 2020arXiv

Finite-Time Logarithmic Bayes Regret Upper Bounds

NEURIPS 2023arXiv

Recurrent Submodular Welfare and Matroid Blocking Semi-Bandits

Contextual Pandora’s Box

Second Order Optimality in Decentralized Non-Convex Optimization via Perturbed Gradient Tracking