Tomasz Kusmierczyk

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 22

Top Topics

Variational Inference

Matrix Factorization

Bayesian Decision

Top Venues

WWW (Companion Volume)

Inf. Process. Manag.

Publications

Eliezer de Souza da Silva, Tomasz Kusmierczyk, Marcelo Hartmann, Arto Klami
Prior Specification for Bayesian Matrix Factorization via Prior Predictive Matching. J. Mach. Learn. Res. 24 (2023)
Piotr Borycki, Piotr Kubacki, Marcin Przewiezlikowski, Tomasz Kusmierczyk, Jacek Tabor, Przemyslaw Spurek
Hypernetwork approach to Bayesian MAML. CoRR (2022)
Otto Nyberg, Tomasz Kusmierczyk, Arto Klami
Uplift Modeling with High Class Imbalance. ACML (2021)
Tomasz Kusmierczyk, Arto Klami
Mixture of Discrete Normalizing Flows for Variational Inference. CoRR (2020)
Tomasz Kusmierczyk, Joseph Sakaya, Arto Klami
Correcting Predictions for Approximate Bayesian Inference. AAAI (2020)
Tomasz Kusmierczyk, Joseph Sakaya, Arto Klami
Variational Bayesian Decision-making for Continuous Utilities. NeurIPS (2019)
Tomasz Kusmierczyk, Joseph Sakaya, Arto Klami
Variational Bayesian Decision-making for Continuous Utilities. CoRR (2019)
Tomasz Kusmierczyk, Joseph Sakaya, Arto Klami
Correcting Predictions for Approximate Bayesian Inference. CoRR (2019)
Eliezer de Souza da Silva, Tomasz Kusmierczyk, Marcelo Hartmann, Arto Klami
Prior specification via prior predictive matching: Poisson matrix factorization and beyond. CoRR (2019)
Christoph Trattner, Tomasz Kusmierczyk, Kjetil Nørvåg
Investigating and predicting online food recipe upload behavior. Inf. Process. Manag. 56 (3) (2019)
Tomasz Kusmierczyk, Manuel Gomez-Rodriguez
On the Causal Effect of Badges. WWW (2018)
Tomasz Kusmierczyk, Kjetil Nørvåg
On Validation and Predictability of Digital Badges' Influence on Individual Users. AAAI (2018)
Tomasz Kusmierczyk, Manuel Gomez-Rodriguez
Harnessing Natural Experiments to Quantify the Causal Effect of Badges. CoRR (2017)
Tomasz Kusmierczyk, Kjetil Nørvåg
Determining Impact of Social Media Badges through Joint Clustering of Temporal Traces and User Features. CoRR (2017)
Grzegorz Bokota, Marta Magnowska, Tomasz Kusmierczyk, Michal Lukasik, Matylda Roszkowska, Dariusz Plewczynski
Computational Approach to Dendritic Spine Taxonomy and Shape Transition Analysis. Frontiers Comput. Neurosci. 10 (2016)
Tomasz Kusmierczyk, Kjetil Nørvåg
Online Food Recipe Title Semantics: Combining Nutrient Facts and Topics. CIKM (2016)
Markus Rokicki, Eelco Herder, Tomasz Kusmierczyk, Christoph Trattner
Plate and Prejudice: Gender Differences in Online Cooking. UMAP (2016)
Christoph Trattner, Tomasz Kusmierczyk, Kjetil Nørvåg
FOODWEB - Studying Food Consumption and Production Patterns on the Web. ERCIM News 2016 (104) (2016)
Tomasz Kusmierczyk, Christoph Trattner, Kjetil Nørvåg
Understanding and Predicting Online Food Recipe Production Patterns. HT (2016)
Tomasz Kusmierczyk, Kjetil Nørvåg
Mining Correlations on Massive Bursty Time Series Collections. DASFAA (1) (2015)
Tomasz Kusmierczyk, Christoph Trattner, Kjetil Nørvåg
Temporality in Online Food Recipe Consumption and Production. WWW (Companion Volume) (2015)
Tomasz Kusmierczyk, Christoph Trattner, Kjetil Nørvåg
Temporal Patterns in Online Food Innovation. WWW (Companion Volume) (2015)
Witold Kosinski, Marcin Sydow, Tomasz Kusmierczyk, Pawel Rembelski
Application of Ant-Colony Optimisation to Compute Diversified Entity Summarisation on Semantic Knowledge Graphs. FedCSIS (2013)
Tomasz Kusmierczyk, Marcin Sydow
Towards a Keyword-Focused Web Crawler. IIS (2013)