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- Existence and uniqueness of the motion of a particle subject to a unilateral constraint and friction
Mathematical Modelling and Numerical Analysis (ESAIM: M2AN), Volume 59
- An approximate sampler for energy-based models with divergence diagnostics
Transactions on Machine Learning Research (TMLR), November 2022
- A counterexample to analyticity in frictional dynamics
Mathematical Modelling and Numerical Analysis (ESAIM: M2AN) Volume 56, (4), pp. 1437 - 1449, July-August 2022
- Demonstration-conditioned reinforcement learning for few-shot imitation
Proceedings of the 38th International Conference on Machine Learning (ICML), PMLR 139:2376-2387, 2021
- Risk conditioned distributional soft actor-critic for risk-sensitive navigation
International Conference on Robotics and Automation (ICRA), Xi’an, China, 30 May-5 June, 2021
- Fast adaptation of deep reinforcement learning-based navigation skills to human preference
International Conference on Robotics and Automation (ICRA), Paris, France, 31 May-4 June, 2020
- Improving the generalization of visual navigation policies using invariance regularization
Reinforcement Learning for Real Life Workshop (ICML), Long Beach, USA, 10-15 June, 2019
- Optimal policies for observing time series and related restless bandit problems
Journal of Machine Learning Research (JMLR), 20(35), pp. 1−93
- On inductive abilities of latent factor models for relational learning
Journal of Artificial Intelligence Research, 64, pp. 21-53
- From Handcrafted to Deep Local Features
Published on arXiv.org
- Knowledge base completion via complex tensor factorization
Journal of Machine Learning Research
- When are Kalman-Filter Restless Bandits Indexable?
NIPS, Montréal, Canada, December 7-12, 2015.
- Dynamic Mechanism Design with Interdependent Valuations
- New Algorithms for Parking Demand Management and a City Scale Deployment
KDD 2014, New York City, USA, August 24-27, 2014.
- Optimal and robust price experimentation: learning by lottery
Proceedings of Fourteenth International Conference on Artificial Intelligence and Statistics, Ft. Lauderdale, FL, USA, 11-13 April, 2011
- Sparse Principal Component Analysis with Constraints
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, Toronto, July 22–26, 2012.
- A General Noise Resolution Model for Parking Occupancy Sensors
19th ITS World Congress, Vienna, Austria, 22-26 October 2012.
- Simple Policies for Joint Replenishment Can Perform Badly
International Conference on Operations Research, Hong Kong, 14-16 March, 2012.
- Stochastic Optimization for Real Time Service Capacity Allocation under Random Service Demand
To appear on Annals of Operations Research, volume 193, pages 221-253, 2012. the paper is available for open access at: Springer Website
- Asymmetric Term Alignment with Selective Contiguity Constraints by Multi-tape Automata
Finite-State Methods and Natural Language Processing, Potsdam, 14-16 September, 2007
- Local Contrast Enhancement
IS&T/SPIE Symposium on Electronic Imaging, San Jose, California, USA, 28 January-1 February 2007.
- Fisher Kernel on Visual Vocabularies for Image Categorization
CVPR, Computer Vision and Pattern Recognition, June 18-23, 2007, Minneapolis, Minnesota, USA.
- Generic Visual Categorization using Weak Geometry
Book chapter, in: Toward Category-level Object Recognition, Eds: J. Ponce, M. Hebert, C. Schmid, A. Zisserman, Springer-Verlag LNCS 4170, 2006
- Adapted Vocabularies for Generic Visual Categorization
ECCV, 9th European Conference on Computer Vision, Graz, Austria, May 7-13, 2006.
- Categorizing Nine Visual Classes using Local Appearance Descriptors
ICPR 2004 Workshop Learning for Adaptable Visual Systems Cambridge, United Kingdom 22 August, 2004.
- Local Feature-based Image Matching: Robustness to Intra Class Variation, Affine Transformation and Background Clutter
ICPR 2004 Workshop Learning for Adaptable Visual Systems Cambridge, United Kingdom 22 August, 2004.
- Visual Categorization with Bags of Keypoints
ECCV International Workshop on Statistical Learning in Computer Vision, Prague, 2004.
- Perspective Estimation for Document Images
Dance, C. R., "Perpective Estimation for Document Images", in Proceedings SPIE Document Recognition IX, San Jose,20-25 January, 2002, SPIE.
- Estimation of the Parameters of Skewed Alpha-stable Distributions
"Estimation of the parameters of skewed alpha-stable distributions" C Dance, E Kuruoglu. Proceedings of Applications of Heavy-Tailed Distributions in Finance and Engineering, 1999.
- Performance Targets, Models and Innovation in Interactive System Design
"Performance Targets, Models and Innovation in Interactive System Design." W. Newman, A. Taylor, C. Dance, S. Taylor. Proceedings ACM/SIGCHI Designing Interactive Systems, DIS 17-19 Aug 2000.
- Enhancement of Document Images from Cameras
"Enhancement of Document Images from Cameras." M.Taylor and C. Dance. Proceedings of IS&T/SPIE Electronic Imaging 1998: Document Recognition V, pp230- 241.
- Automatic Processing of Document Annotations
"Automatic Processing of Document Annotations." J.Stevens, A.Gee, C.Dance. Proceedings of 9th British Machine Vision Conference, pp. 438-448, 1998.
- Binarising Camera Images for OCR
"Binarising Camera Images for OCR", Mauritius Seeger and Christopher Dance, Proceeding of Sixth International Conference on Document Analysis and Recognition (ICDAR). September 10th-13th, 2001, Seattle, USA.
- Advances in Interactive Video Scanning of Paper Documents
Proc. Document Image Processing and Multimedia (DIPM99) Colloquium, 25 March 1999, IEE, Savoy Place, London, England.
- CamWorks: A Video-based Tool for Efficient Capture from Paper Source Documents
Proc. The International Conference on Multimedia Computing and Systems, 7-11 June 1999, Florence, Italy.
- Incorporating Geometry Information with Weak Classifiers for Improved Generic Visual Categorization
International Conference on Image Analysis and Processing (ICIAP), Cagliari, Italy, 6-8 September, 2005