Attribute ranking for intelligent data analysis in medical applications. - Dragan Gamberger; Marin Prcela; Matko Bosnjak (ITI, 2008)

HEARTFAID's eCRF: Lessons Learnt from Using a Two-Level Data Acquisition and Storage System for Knowledge Discovery Tasks within an Electronic Platform for Managing Heart Failure Patients. - Matko Bosnjak; Andrzej A. Kononowicz; Katarzyna Styczkiewicz; Bogumila Bacior; Rajko Horvat; Marin Prcela; Dragan Gamberger; Angela Sciacqua; Mariaconsuelo Valentini; Kalina Kawecka-Jaszcz; Gianfranco Parati; Domenico Conforti (Bio Algorithms Med Syst., 2009)

TwitterEcho: a distributed focused crawler to support open research with twitter data. - Matko Bosnjak; Eduardo Oliveira 002; José Martins; Eduarda Mendes Rodrigues; Luís Sarmento (WWW (Companion Volume), 2012)

Memory biased random walk approach to synthetic clickstream generation - Nino Antulov-Fantulin; Matko Bosnjak; Vinko Zlatic; Miha Grcar; Tomislav Smuc (CoRR, 2012)

Determining language variant in microblog messages. - Gustavo Laboreiro; Matko Bosnjak; Luís Sarmento; Eduarda Mendes Rodrigues; Eugénio C. Oliveira (SAC, 2013)

Phyletic Profiling with Cliques of Orthologs Is Enhanced by Signatures of Paralogy Relationships. - Nives Skunca; Matko Bosnjak; Anita Krisko; Pance Panov; Saso Dzeroski; Tomislav Smuc; Fran Supek (PLoS Comput. Biol., 2013)

Synthetic Sequence Generator for Recommender Systems - Memory Biased Random Walk on a Sequence Multilayer Network. - Nino Antulov-Fantulin; Matko Bosnjak; Vinko Zlatic; Miha Grcar; Tomislav Smuc (Discovery Science, 2014)

A Strong Lexical Matching Method for the Machine Comprehension Test. - Ellery Smith; Nicola Greco; Matko Bosnjak; Andreas Vlachos 001 (EMNLP, 2015)

emoji2vec: Learning Emoji Representations from their Description. - Ben Eisner; Tim Rocktäschel; Isabelle Augenstein; Matko Bosnjak; Sebastian Riedel 001 (SocialNLP@EMNLP, 2016)

Programming with a Differentiable Forth Interpreter. - Sebastian Riedel 001; Matko Bosnjak; Tim Rocktäschel (CoRR, 2016)

Programming with a Differentiable Forth Interpreter. - Matko Bosnjak; Tim Rocktäschel; Jason Naradowsky; Sebastian Riedel 001 (ICML, 2017)

Jack the Reader - A Machine Reading Framework. - Dirk Weissenborn; Pasquale Minervini; Isabelle Augenstein; Johannes Welbl; Tim Rocktäschel; Matko Bosnjak; Jeff Mitchell 001; Thomas Demeester; Tim Dettmers; Pontus Stenetorp; Sebastian Riedel 001 (ACL (4), 2018)

SCAN: Learning Hierarchical Compositional Visual Concepts. - Irina Higgins; Nicolas Sonnerat; Loic Matthey; Arka Pal; Christopher P. Burgess; Matko Bosnjak; Murray Shanahan; Matthew M. Botvinick; Demis Hassabis; Alexander Lerchner (ICLR (Poster), 2018)

Towards Neural Theorem Proving at Scale. - Pasquale Minervini; Matko Bosnjak; Tim Rocktäschel; Sebastian Riedel 001 (CoRR, 2018)

Neural Variational Inference For Estimating Knowledge Graph Embedding Uncertainty. - Alexander I. Cowen-Rivers; Pasquale Minervini; Sebastian Riedel 001; Tim Rocktäschel; Jun Wang 012; Matko Bosnjak (NeSy@IJCAI, 2019)

COBRA: Data-Efficient Model-Based RL through Unsupervised Object Discovery and Curiosity-Driven Exploration. - Nicholas Watters; Loic Matthey; Matko Bosnjak; Christopher P. Burgess; Alexander Lerchner (CoRR, 2019)

Neural Variational Inference For Estimating Uncertainty in Knowledge Graph Embeddings. - Alexander I. Cowen-Rivers; Pasquale Minervini; Tim Rocktäschel; Matko Bosnjak; Sebastian Riedel 001; Jun Wang 012 (CoRR, 2019)

Differentiable Reasoning on Large Knowledge Bases and Natural Language. - Pasquale Minervini; Matko Bosnjak; Tim Rocktäschel; Sebastian Riedel 001; Edward Grefenstette (AAAI, 2020)

Differentiable Reasoning on Large Knowledge Bases and Natural Language. - Pasquale Minervini; Matko Bosnjak; Tim Rocktäschel; Sebastian Riedel 001; Edward Grefenstette (Knowledge Graphs for eXplainable Artificial Intelligence, 2020)

Making sense of raw input. - Richard Evans 001; Matko Bosnjak; Lars Buesing; Kevin Ellis; David P. Reichert; Pushmeet Kohli; Marek J. Sergot (Artif. Intell., 2021)

Formalising Concepts as Grounded Abstractions. - Stephen Clark; Alexander Lerchner; Tamara von Glehn; Olivier Tieleman; Richard Tanburn; Misha Dashevskiy; Matko Bosnjak (CoRR, 2021)

On differentiable interpreters. - Matko Bosnjak (2021)

Making Sense of Raw Input (Extended Abstract). - Richard Evans 001; Matko Bosnjak; Lars Buesing; Kevin Ellis; David Pfau; Pushmeet Kohli; Marek J. Sergot (IJCAI, 2022)

A Generalist Neural Algorithmic Learner. - Borja Ibarz; Vitaly Kurin; George Papamakarios; Kyriacos Nikiforou; Mehdi Bennani; Róbert Csordás; Andrew Joseph Dudzik; Matko Bosnjak; Alex Vitvitskyi; Yulia Rubanova; Andreea Deac; Beatrice Bevilacqua; et al. (LoG, 2022)

Reasoning-Modulated Representations. - Petar Velickovic; Matko Bosnjak; Thomas Kipf; Alexander Lerchner; Raia Hadsell; Razvan Pascanu; Charles Blundell (LoG, 2022)

SemPPL: Predicting Pseudo-Labels for Better Contrastive Representations. - Matko Bosnjak; Pierre Harvey Richemond; Nenad Tomasev; Florian Strub; Jacob C. Walker; Felix Hill; Lars Holger Buesing; Razvan Pascanu; Charles Blundell; Jovana Mitrovic (ICLR, 2023)

Improving fine-grained understanding in image-text pre-training. - Ioana Bica; Anastasija Ilic; Matthias Bauer; Goker Erdogan; Matko Bosnjak; Christos Kaplanis; Alexey A. Gritsenko; Matthias Minderer; Charles Blundell; Razvan Pascanu; Jovana Mitrovic (ICML, 2024)

PaliGemma: A versatile 3B VLM for transfer. - Lucas Beyer; Andreas Steiner 001; André Susano Pinto; Alexander Kolesnikov 003; Xiao Wang 038; Daniel Salz; Maxim Neumann; Ibrahim Alabdulmohsin; Michael Tschannen; Emanuele Bugliarello; Thomas Unterthiner; Daniel Keysers; et al. (CoRR, 2024)