Hazal Koptagel

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 8

Top Topics

Variational Inference

Efficient Algorithms For Solving

Importance Sampling

Optimization Algorithm

Top Venues

Comput. Optim. Appl.

Publications

Oskar Kviman, Harald Melin, Hazal Koptagel, Víctor Elvira, Jens Lagergren
Multiple Importance Sampling ELBO and Deep Ensembles of Variational Approximations. CoRR (2022)
Oskar Kviman, Harald Melin, Hazal Koptagel, Victor Elvira, Jens Lagergren
Multiple Importance Sampling ELBO and Deep Ensembles of Variational Approximations. AISTATS (2022)
Oskar Kviman, Hazal Koptagel, Harald Melin, Jens Lagergren
Statistical Distance Based Deterministic Offspring Selection in SMC Methods. CoRR (2022)
Hazal Koptagel, Oskar Kviman, Harald Melin, Negar Safinianaini, Jens Lagergren
VaiPhy: a Variational Inference Based Algorithm for Phylogeny. NeurIPS (2022)
Hazal Koptagel, Oskar Kviman, Harald Melin, Negar Safinianaini, Jens Lagergren
VaiPhy: a Variational Inference Based Algorithm for Phylogeny. CoRR (2022)
Hazal Koptagel, Didem C. Civelek, Bülent Dal
Sales Prediction using Matrix and Tensor Factorization Models. SIU (2019)
Kamer Kaya, Figen Öztoprak, S. Ilker Birbil, A. Taylan Cemgil, Umut Simsekli, Nurdan Kuru, Hazal Koptagel, M. Kaan Öztürk
A framework for parallel second order incremental optimization algorithms for solving partially separable problems. Comput. Optim. Appl. 72 (3) (2019)
Umut Simsekli, Hazal Koptagel, Figen Öztoprak, S. Ilker Birbil, Ali Taylan Cemgil
HAMSI: Distributed Incremental Optimization Algorithm Using Quadratic Approximations for Partially Separable Problems. CoRR (2015)