Melih Kandemir
13 papers · 2015–2024 · 9 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (9) π§ Keyword Pioneer π£ Hot Topic Early Bird π Interdisciplinary Bridge π Academic Marathon (9)
π
Conference Polyglot
(9)
π
Academic Marathon
(9)
π
Cross-Pollinator
(8)
ποΈ
Keyword Collector
(62)
π
Century Club
(13)
π
Conference Pioneer
Conferences
NIPS (4)
L4DC (2)
ACML (1)
AISTATS (1)
CVPR (1)
ICLR (1)
ICML (1)
IJCAI (1)
UAI (1)
Top co-authors
Keywords
bayesian inference
(4)
variational inference
(3)
gaussian process
(3)
time series
(2)
uncertainty quantification
(2)
stochastic differential equation
(2)
bayesian neural network
(2)
neural network
(2)
transfer learning
(1)
regret minimization
(1)
continual learning
(1)
hierarchical bayesian
(1)
weakly supervised learning
(1)
multiple instance learning
(1)
epistemic uncertainty
(1)
offline reinforcement learning
(1)
model-based reinforcement learning
(1)
episodic memory
(1)
convex programming
(1)
message passing
(1)
Papers
Deterministic Uncertainty Propagation for Improved Model-Based Offline Reinforcement Learning
NIPS 2024
Continual learning of multi-modal dynamics with external memory
L4DC 2024
Improved Algorithms for Stochastic Linear Bandits Using Tail Bounds for Martingale Mixtures
NIPS 2023
Estimation of Counterfactual Interventions under Uncertainties
ACML 2023
Evidential Turing Processes
ICLR 2022
Traversing Time with Multi-Resolution Gaussian Process State-Space Models
L4DC 2022
Learning interacting dynamical systems with latent Gaussian process ODEs
NIPS 2022
Learning Partially Known Stochastic Dynamics with Empirical PAC Bayes
AISTATS 2021
Sampling-Free Variational Inference of Bayesian Neural Networks by Variance Backpropagation
UAI 2019
Deep Active Learning with Adaptive Acquisition
IJCAI 2019
Evidential Deep Learning to Quantify Classification Uncertainty
NIPS 2018
Variational Bayesian Multiple Instance Learning With Gaussian Processes
CVPR 2017
Asymmetric Transfer Learning with Deep Gaussian Processes
ICML 2015