Abdullah Akgül

4 papers · 2022–2026 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15)

Venues

ICLR (1) L4DC (1) NeurIPS (1) UAI (1)

Top co-authors

Melih Kandemir (4) Gozde Unal (2) Manuel Haussmann (1) Manuel Haußmann (1) Nicklas Werge (1) Yi-Shan Wu (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Learning Types · Machine Learning (3) Deep Learning (2) Bayesian & Probabilistic (2) Core AI (2) Learning Types · Deep Learning (2) Computer Vision (1) Reinforcement Learning (1) Analysis (1) Applications (1) Core Methods (1) Methods (1)

Keywords

image classification (1) continual learning (1) dirichlet process (1) offline reinforcement learning (1) bayesian inference (1) uncertainty quantification (1) episodic memory (1) model-based reinforcement learning (1) moment matching (1) regret bound (1) out-of-distribution detection (1) uncertainty propagation (1) pessimistic value iteration (1) bellman target (1) randomized exploration (1) evidential deep learning (1) linear contextual bandit (1) neural turing machine (1) neural process (1) neural network (1)

Papers

Weighted Sequential Bayesian Inference for Non-Stationary Linear Contextual Bandits UAI 2026 Continual learning of multi-modal dynamics with external memory L4DC 2024 Deterministic Uncertainty Propagation for Improved Model-Based Offline Reinforcement Learning NeurIPS 2024 Evidential Turing Processes ICLR 2022