Nenad Tomasev

Orcid: 0000-0003-1624-0220

Affiliations:
  • DeepMind, UK


According to our database1, Nenad Tomasev authored at least 48 papers between 2007 and 2024.

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Bibliography

2024
A Toolbox for Surfacing Health Equity Harms and Biases in Large Language Models.
CoRR, 2024

Towards Conversational Diagnostic AI.
CoRR, 2024

2023
Bridging the Human-AI Knowledge Gap: Concept Discovery and Transfer in AlphaZero.
CoRR, 2023

TacticAI: an AI assistant for football tactics.
CoRR, 2023

Diversifying AI: Towards Creative Chess with AlphaZero.
CoRR, 2023

Towards Expert-Level Medical Question Answering with Large Language Models.
CoRR, 2023

SemPPL: Predicting Pseudo-Labels for Better Contrastive Representations.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
Large Language Models Encode Clinical Knowledge.
CoRR, 2022

Manifestations of Xenophobia in AI Systems.
CoRR, 2022

Active Acquisition for Multimodal Temporal Data: A Challenging Decision-Making Task.
CoRR, 2022

Detecting and Preventing Shortcut Learning for Fair Medical AI using Shortcut Testing (ShorT).
CoRR, 2022

Pushing the limits of self-supervised ResNets: Can we outperform supervised learning without labels on ImageNet?
CoRR, 2022

Reimagining chess with AlphaZero.
Commun. ACM, 2022

Disability prediction in multiple sclerosis using performance outcome measures and demographic data.
Proceedings of the Conference on Health, Inference, and Learning, 2022

2021
Advancing mathematics by guiding human intuition with AI.
Nat., 2021

Multitask prediction of organ dysfunction in the intensive care unit using sequential subnetwork routing.
J. Am. Medical Informatics Assoc., 2021

The signature and cusp geometry of hyperbolic knots.
CoRR, 2021

Acquisition of Chess Knowledge in AlphaZero.
CoRR, 2021

Concept-based model explanations for electronic health records.
Proceedings of the ACM CHIL '21: ACM Conference on Health, 2021

Fairness for Unobserved Characteristics: Insights from Technological Impacts on Queer Communities.
Proceedings of the AIES '21: AAAI/ACM Conference on AI, 2021

2020
Assessing Game Balance with AlphaZero: Exploring Alternative Rule Sets in Chess.
CoRR, 2020

2017
Extracting the patterns of truthfulness from political information systems in Serbia.
Inf. Syst. Frontiers, 2017

2016
Automated analysis of retinal imaging using machine learning techniques for computer vision.
F1000Research, 2016

Applying machine learning to automated segmentation of head and neck tumour volumes and organs at risk on radiotherapy planning CT and MRI scans.
F1000Research, 2016

Correcting the hub occurrence prediction bias in many dimensions.
Comput. Sci. Inf. Syst., 2016

2015
Hubness-Aware Classification, Instance Selection and Feature Construction: Survey and Extensions to Time-Series.
Proceedings of the Feature Selection for Data and Pattern Recognition, 2015

Image hub explorer: evaluating representations and metrics for content-based image retrieval and object recognition.
Multim. Tools Appl., 2015

Hubness-aware kNN classification of high-dimensional data in presence of label noise.
Neurocomputing, 2015

Taming the Empirical Hubness Risk in Many Dimensions.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

2014
The Role of Hubness in Clustering High-Dimensional Data.
IEEE Trans. Knowl. Data Eng., 2014

Hubness-based fuzzy measures for high-dimensional <i>k</i>-nearest neighbor classification.
Int. J. Mach. Learn. Cybern., 2014

Hubness-aware shared neighbor distances for high-dimensional $$k$$ -nearest neighbor classification.
Knowl. Inf. Syst., 2014

The Role Of Hubness in High-dimensional Data Analysis.
Informatica (Slovenia), 2014

Boosting for Vote Learning in High-Dimensional kNN Classification.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

A Case for Hubness Removal in High-Dimensional Multimedia Retrieval.
Proceedings of the Advances in Information Retrieval, 2014

2013
Class imbalance and the curse of minority hubs.
Knowl. Based Syst., 2013

Hub Co-occurrence Modeling for Robust High-Dimensional kNN Classification.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

The Role of Hubs in Cross-Lingual Supervised Document Retrieval.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Exploiting hubs for self-adaptive secondary re-ranking in bug report duplicate detection.
Proceedings of the ITI 2013 35th International Conference on Information Technology Interfaces, 2013

2012
Nearest neighbor voting in high dimensional data: Learning from past occurrences.
Comput. Sci. Inf. Syst., 2012

2011
Hubness-Based Fuzzy Measures for High-Dimensional k-Nearest Neighbor Classification.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2011

OntoGen extension for exploring image collections.
Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2011

The influence of hubness on nearest-neighbor methods in object recognition.
Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2011

A probabilistic approach to nearest-neighbor classification: naive hubness bayesian kNN.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Social Network Analysis of Ontology Edit Logs.
J. Comput. Inf. Technol., 2010

2009
Semantic web wiki: Social network analysis of page editing.
Proceedings of the ITI 2009 31st International Conference on Information Technology Interfaces, 2009

2007
Automatic Categorization of Human-Coded and Evolved CoreWar Warriors.
Proceedings of the Knowledge Discovery in Databases: PKDD 2007, 2007

Categorizing Evolved CoreWar Warriors Using EM and Attribute Evaluation.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007


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