Tomasz Kusmierczyk

According to our database, Tomasz Kusmierczyk authored at least 33 papers between 2013 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Bayesian Fine-tuning in Projected Subspaces.

Viktar Dubovik, Patryk Marszalek, Jacek Tabor, Tomasz Kusmierczyk

CoRR, May, 2026

TACTIC for Navigating the Unknown: Tabular Anomaly deteCTion via In-Context inference.

Patryk Marszalek, Tomasz Kusmierczyk, Marek Smieja

CoRR, March, 2026

2025

Hi-fi functional priors by learning activations.

Marcin Sendera, Amin Sorkhei, Tomasz Kusmierczyk

CoRR, August, 2025

Efficient Uncertainty in LLMs through Evidential Knowledge Distillation.

Lakshmana Sri Harsha Nemani, P. K. Srijith, Tomasz Kusmierczyk

CoRR, July, 2025

Revisiting the Equivalence of Bayesian Neural Networks and Gaussian Processes: On the Importance of Learning Activations.

Marcin Sendera, Amin Sorkhei, Tomasz Kusmierczyk

Proceedings of the Conference on Uncertainty in Artificial Intelligence, 2025

ZEUS: Zero-shot Embeddings for Unsupervised Separation of Tabular Data.

Patryk Marszalek, Tomasz Kusmierczyk, Witold Wydmanski, Jacek Tabor, Marek Smieja

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Minimal Ranks, Maximum Confidence: Parameter-efficient Uncertainty Quantification for LoRA.

Patryk Marszalek, Klaudia Balazy, Jacek Tabor, Tomasz Kusmierczyk

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Hypernetwork Approach to Bayesian MAML (Student Abstract).

Piotr Borycki, Piotr Kubacki, Marcin Przewiezlikowski, Tomasz Kusmierczyk, Jacek Tabor, Przemyslaw Spurek

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

High-Fidelity Transfer of Functional Priors for Wide Bayesian Neural Networks by Learning Activations.

Marcin Sendera, Amin Sorkhei, Tomasz Kusmierczyk

CoRR, 2024

2023

Prior Specification for Bayesian Matrix Factorization via Prior Predictive Matching.

Eliezer de Souza da Silva, Tomasz Kusmierczyk, Marcelo Hartmann, Arto Klami

J. Mach. Learn. Res., 2023

2022

Hypernetwork approach to Bayesian MAML.

Piotr Borycki, Piotr Kubacki, Marcin Przewiezlikowski, Tomasz Kusmierczyk, Jacek Tabor, Przemyslaw Spurek

CoRR, 2022

2021

Uplift Modeling with High Class Imbalance.

Otto Nyberg, Tomasz Kusmierczyk, Arto Klami

Proceedings of the Asian Conference on Machine Learning, 2021

2020

Mixture of Discrete Normalizing Flows for Variational Inference.

Tomasz Kusmierczyk, Arto Klami

CoRR, 2020

Correcting Predictions for Approximate Bayesian Inference.

Tomasz Kusmierczyk, Joseph Sakaya, Arto Klami

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Investigating and predicting online food recipe upload behavior.

Christoph Trattner, Tomasz Kusmierczyk, Kjetil Nørvåg

Inf. Process. Manag., 2019

Prior specification via prior predictive matching: Poisson matrix factorization and beyond.

Eliezer de Souza da Silva, Tomasz Kusmierczyk, Marcelo Hartmann, Arto Klami

CoRR, 2019

Variational Bayesian Decision-making for Continuous Utilities.

Tomasz Kusmierczyk, Joseph Sakaya, Arto Klami

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

On the Causal Effect of Badges.

Tomasz Kusmierczyk, Manuel Gomez-Rodriguez

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

On Validation and Predictability of Digital Badges' Influence on Individual Users.

Tomasz Kusmierczyk, Kjetil Nørvåg

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Determining Impact of Social Media Badges through Joint Clustering of Temporal Traces and User Features.

Tomasz Kusmierczyk, Kjetil Nørvåg

CoRR, 2017

Harnessing Natural Experiments to Quantify the Causal Effect of Badges.

Tomasz Kusmierczyk, Manuel Gomez-Rodriguez

CoRR, 2017

2016

Computational Approach to Dendritic Spine Taxonomy and Shape Transition Analysis.

Grzegorz Bokota, Marta Magnowska, Tomasz Kusmierczyk, Michal Lukasik, Matylda Roszkowska, Dariusz Plewczynski

Frontiers Comput. Neurosci., 2016

FOODWEB - Studying Food Consumption and Production Patterns on the Web.

Christoph Trattner, Tomasz Kusmierczyk, Kjetil Nørvåg

ERCIM News, 2016

Plate and Prejudice: Gender Differences in Online Cooking.

Markus Rokicki, Eelco Herder, Tomasz Kusmierczyk, Christoph Trattner

Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization, 2016

Understanding and Predicting Online Food Recipe Production Patterns.

Tomasz Kusmierczyk, Christoph Trattner, Kjetil Nørvåg

Proceedings of the 27th ACM Conference on Hypertext and Social Media, 2016

Online Food Recipe Title Semantics: Combining Nutrient Facts and Topics.

Tomasz Kusmierczyk, Kjetil Nørvåg

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

Temporal Patterns in Online Food Innovation.

Tomasz Kusmierczyk, Christoph Trattner, Kjetil Nørvåg

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Temporality in Online Food Recipe Consumption and Production.

Tomasz Kusmierczyk, Christoph Trattner, Kjetil Nørvåg

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Mining Correlations on Massive Bursty Time Series Collections.

Tomasz Kusmierczyk, Kjetil Nørvåg

Proceedings of the Database Systems for Advanced Applications, 2015

2013

Hierarchical, Multi-label Classification of Scholarly Publications: Modifications of ML-KNN Algorithm.

Michal Lukasik, Tomasz Kusmierczyk, Lukasz Bolikowski, Hung Son Nguyen

Proceedings of the Intelligent Tools for Building a Scientific Information Platform, 2013

Comparing Hierarchical Mathematical Document Clustering against the Mathematics Subject Classification Tree.

Tomasz Kusmierczyk, Michal Lukasik, Lukasz Bolikowski, Hung Son Nguyen

Proceedings of the Intelligent Tools for Building a Scientific Information Platform, 2013

Towards a Keyword-Focused Web Crawler.

Tomasz Kusmierczyk, Marcin Sydow

Proceedings of the Language Processing and Intelligent Information Systems, 2013

Application of Ant-Colony Optimisation to Compute Diversified Entity Summarisation on Semantic Knowledge Graphs.

Witold Kosinski, Marcin Sydow, Tomasz Kusmierczyk, Pawel Rembelski

Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, 2013