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Publication search results
found 24 matches
- 2021
- Fredrik Heintz
, Michela Milano
, Barry O'Sullivan
:
Trustworthy AI - Integrating Learning, Optimization and Reasoning - First International Workshop, TAILOR 2020, Virtual Event, September 4-5, 2020, Revised Selected Papers. Lecture Notes in Computer Science 12641, Springer 2021, ISBN 978-3-030-73958-4 [contents] - 2020
- Michele Lombardi, Federico Baldo, Andrea Borghesi
, Michela Milano:
An Analysis of Regularized Approaches for Constrained Machine Learning. TAILOR 2020: 112-119 - José Maria Alonso
, Senén Barro
, Alberto Bugarín
, Kees van Deemter
, Claire Gardent
, Albert Gatt
, Ehud Reiter
, Carles Sierra
, Mariët Theune
, Nava Tintarev
, Hitoshi Yano
, Katarzyna Budzynska
:
Interactive Natural Language Technology for Explainable Artificial Intelligence. TAILOR 2020: 63-70 - Mohammadreza Amirian, Lukas Tuggener, Ricardo Chavarriaga, Yvan Putra Satyawan, Frank-Peter Schilling, Friedhelm Schwenker, Thilo Stadelmann
:
Two to Trust: AutoML for Safe Modelling and Interpretable Deep Learning for Robustness. TAILOR 2020: 268-275 - Christel Baier
, Maria Christakis, Timo P. Gros, David Groß, Stefan Gumhold, Holger Hermanns, Jörg Hoffmann, Michaela Klauck:
Lab Conditions for Research on Explainable Automated Decisions. TAILOR 2020: 83-90 - Tom Bewley
, Jonathan Lawry
, Arthur Richards
:
Modelling Agent Policies with Interpretable Imitation Learning. TAILOR 2020: 180-186 - Barteld Braaksma, Piet Daas, Stephan Raaijmakers, Amber Geurts
, André Meyer-Vitali
:
AI-Supported Innovation Monitoring. TAILOR 2020: 220-226 - Matteo Castiglioni, Diodato Ferraioli, Nicola Gatti, Giulia Landriani:
Election Manipulation on Social Networks with Messages on Multiple Candidates Extended Abstract. TAILOR 2020: 205-211 - Youri Coppens
, Denis Steckelmacher
, Catholijn M. Jonker
, Ann Nowé
:
Synthesising Reinforcement Learning Policies Through Set-Valued Inductive Rule Learning. TAILOR 2020: 163-179 - Pádraig Cunningham
, Sarah Jane Delany:
Underestimation Bias and Underfitting in Machine Learning. TAILOR 2020: 20-31 - Jesper E. van Engelen, Holger H. Hoos:
Semi-supervised Co-ensembling for AutoML. TAILOR 2020: 229-250 - Yago Fontenla-Seco
, Manuel Lama
, Alberto Bugarín
:
Process-To-Text: A Framework for the Quantitative Description of Processes in Natural Language. TAILOR 2020: 212-219 - Alberto Franzin
, Thomas Stützle
:
A Causal Framework for Understanding Optimisation Algorithms. TAILOR 2020: 140-145 - Albert Huizing
, Cor J. Veenman
, Mark A. Neerincx
, Judith Dijk
:
Hybrid AI: The Way Forward in AI by Developing Four Dimensions. TAILOR 2020: 71-76 - Youngmin Kim
, Richard Allmendinger
, Manuel López-Ibáñez
:
Safe Learning and Optimization Techniques: Towards a Survey of the State of the Art. TAILOR 2020: 123-139 - Dimitris Kollias
, Y. Vlaxos, M. Seferis, Ilianna Kollia, Levon Sukissian, James Wingate, Stefanos D. Kollias:
Transparent Adaptation in Deep Medical Image Diagnosis. TAILOR 2020: 251-267 - Tomer Libal
:
Towards Automated GDPR Compliance Checking. TAILOR 2020: 3-19 - Najlaa Maaroof
, Antonio Moreno
, Aïda Valls
, Mohammed Jabreel
:
Guided-LORE: Improving LORE with a Focused Search of Neighbours. TAILOR 2020: 49-62 - Nieves Montes
, Carles Sierra:
Value-Alignment Equilibrium in Multiagent Systems. TAILOR 2020: 189-204 - Farzad Nozarian
, Christian Müller, Philipp Slusallek
:
Uncertainty Quantification and Calibration of Imitation Learning Policy in Autonomous Driving. TAILOR 2020: 146-162 - Stefan Pócos, Iveta Becková, Tomás Kuzma, Igor Farkas:
Assessment of Manifold Unfolding in Trained Deep Neural Network Classifiers. TAILOR 2020: 93-103 - Fredrik Präntare, Mattias Tiger, David Bergström, Herman Appelgren, Fredrik Heintz:
Towards Utilitarian Combinatorial Assignment with Deep Neural Networks and Heuristic Algorithms. TAILOR 2020: 104-111 - Miguel Rebollo, Carlos Carrascosa, Alberto Palomares:
Consensus for Collaborative Creation of Risk Maps for COVID-19. TAILOR 2020: 32-48 - Roland H. C. Yap:
Towards Certifying Trustworthy Machine Learning Systems. TAILOR 2020: 77-82
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