Segmentation-Guided CT Synthesis with Pixel-Wise Conformal Uncertainty Bounds

Authors: Poch, David Vallmanya, Estievenart, Yorick, Zhalieva, Elnura, Patra, Sukanya, Yaqub, Mohammad, Taieb, Souhaib Ben

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Physics - Medical Physics

Access URL: http://arxiv.org/abs/2503.08515

Rectifying Conformity Scores for Better Conditional Coverage

Authors: Plassier, Vincent, Fishkov, Alexander, Dheur, Victor, Guizani, Mohsen, Taieb, Souhaib Ben, Panov, Maxim, Moulines, Eric

Subject Terms: Statistics - Machine Learning, Computer Science - Machine Learning, Mathematics - Statistics Theory

Access URL: http://arxiv.org/abs/2502.16336

Large Language Models Are Human-Like Internally

Authors: Kuribayashi, Tatsuki, Oseki, Yohei, Taieb, Souhaib Ben, Inui, Kentaro, Baldwin, Timothy

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2502.01615

A Unified Comparative Study with Generalized Conformity Scores for Multi-Output Conformal Regression

Authors: Dheur, Victor, Fontana, Matteo, Estievenart, Yorick, Desobry, Naomi, Taieb, Souhaib Ben

Subject Terms: Statistics - Machine Learning, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2501.10533

Preventing Conflicting Gradients in Neural Marked Temporal Point Processes

Authors: Bosser, Tanguy, Taieb, Souhaib Ben

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2412.08590

Revisiting Deep Feature Reconstruction for Logical and Structural Industrial Anomaly Detection

Authors: Patra, Sukanya, Taieb, Souhaib Ben

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2410.16255

Detecting Abnormal Operations in Concentrated Solar Power Plants from Irregular Sequences of Thermal Images

Authors: Patra, Sukanya, Sournac, Nicolas, Taieb, Souhaib Ben

Subject Terms: Computer Science - Machine Learning, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2406.16077

Probabilistic Calibration by Design for Neural Network Regression

Authors: Dheur, Victor, Taieb, Souhaib Ben

Subject Terms: Computer Science - Machine Learning, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2403.11964

Distribution-Free Conformal Joint Prediction Regions for Neural Marked Temporal Point Processes

Authors: Dheur, Victor, Bosser, Tanguy, Izbicki, Rafael, Taieb, Souhaib Ben

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2401.04612

Anomaly detection with semi-supervised classification based on risk estimators

Authors: Hien, Le Thi Khanh, Patra, Sukanya, Taieb, Souhaib Ben

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2309.00379

On the Predictive Accuracy of Neural Temporal Point Process Models for Continuous-time Event Data

Authors: Bosser, Tanguy, Taieb, Souhaib Ben

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2306.17066

A Large-Scale Study of Probabilistic Calibration in Neural Network Regression

Authors: Dheur, Victor, Taieb, Souhaib Ben

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2306.02738

HierarchicalForecast: A Reference Framework for Hierarchical Forecasting in Python

Authors: Olivares, Kin G., Garza, Azul, Luo, David, Challú, Cristian, Mergenthaler, Max, Taieb, Souhaib Ben, Wickramasuriya, Shanika L., Dubrawski, Artur

Subject Terms: Statistics - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2207.03517

Forecasting: theory and practice

Authors: Petropoulos, Fotios, Apiletti, Daniele, Assimakopoulos, Vassilios, Babai, Mohamed Zied, Barrow, Devon K., Taieb, Souhaib Ben, Bergmeir, Christoph, Bessa, Ricardo J., Bijak, Jakub, Boylan, John E., Browell, Jethro, Carnevale, Claudio, Castle, Jennifer L., Cirillo, Pasquale, Clements, Michael P., Cordeiro, Clara, Oliveira, Fernando Luiz Cyrino, De Baets, Shari, Dokumentov, Alexander, Ellison, Joanne, Fiszeder, Piotr, Franses, Philip Hans, Frazier, David T., Gilliland, Michael, Gönül, M. Sinan, Goodwin, Paul, Grossi, Luigi, Grushka-Cockayne, Yael, Guidolin, Mariangela, Guidolin, Massimo, Gunter, Ulrich, Guo, Xiaojia, Guseo, Renato, Harvey, Nigel, Hendry, David F., Hollyman, Ross, Januschowski, Tim, Jeon, Jooyoung, Jose, Victor Richmond R., Kang, Yanfei, Koehler, Anne B., Kolassa, Stephan, Kourentzes, Nikolaos, Leva, Sonia, Li, Feng, Litsiou, Konstantia, Makridakis, Spyros, Martin, Gael M., Martinez, Andrew B., Meeran, Sheik, Modis, Theodore, Nikolopoulos, Konstantinos, Önkal, Dilek, Paccagnini, Alessia, Panagiotelis, Anastasios, Panapakidis, Ioannis, Pavía, Jose M., Pedio, Manuela, Pedregal, Diego J., Pinson, Pierre, Ramos, Patrícia, Rapach, David E., Reade, J. James, Rostami-Tabar, Bahman, Rubaszek, Michał, Sermpinis, Georgios, Shang, Han Lin, Spiliotis, Evangelos, Syntetos, Aris A., Talagala, Priyanga Dilini, Talagala, Thiyanga S., Tashman, Len, Thomakos, Dimitrios, Thorarinsdottir, Thordis, Todini, Ezio, Arenas, Juan Ramón Trapero, Wang, Xiaoqian, Winkler, Robert L., Yusupova, Alisa, Ziel, Florian

Subject Terms: Statistics - Applications, Computer Science - Machine Learning, Economics - Econometrics, Statistics - Machine Learning, Statistics - Other Statistics

Access URL: http://arxiv.org/abs/2012.03854

Scores for Multivariate Distributions and Level Sets

Authors: Meng, Xiaochun, Taylor, James W., Taieb, Souhaib Ben, Li, Siran

Subject Terms: Mathematics - Statistics Theory, Quantitative Finance - Statistical Finance, Statistics - Methodology

Access URL: http://arxiv.org/abs/2002.09578

Hierarchical Probabilistic Forecasting of Electricity Demand With Smart Meter Data

Authors: Taieb, Souhaib Ben, Taylor, James W., Hyndman, Rob J.

Source: Journal of the American Statistical Association. 116(533):27-43

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100130240327.0x000001&indx=1&recIds=ETOCvdc_100130240327.0x000001

Decentralized Energy and Power Estimation in Solar-Powered Wireless Sensor Networks

Authors: Dehwah, Ahmad H., Taieb, Souhaib Ben, Shamma, Jeff S., Claudel, Christian G.

Source: 2015 International Conference on Distributed Computing in Sensor Systems Distributed Computing in Sensor Systems (DCOSS), 2015 International Conference on. :199-200 Jun, 2015

Relation: 2015 International Conference on Distributed Computing in Sensor Systems (DCOSS)

Hospital characteristics, rather than surgical volume, predict length of stay following colorectal cancer surgery

Authors: Vicendese, Don ^*, Marvelde, Luc Te, McNair, Peter D., Whitfield, Kathryn, English, Dallas R., Taieb, Souhaib Ben, Hyndman, Rob J., Thomas, Robert

Source: In Australian and New Zealand Journal of Public Health February 2020 44(1):73-82

Long-term prediction of time series by combining direct and MIMO strategies

Authors: Taieb, Souhaib Ben, Bontempi, Gianluca, Sorjamaa, Antti, Lendasse, Amaury

Source: 2009 International Joint Conference on Neural Networks Neural Networks, 2009. IJCNN 2009. International Joint Conference on. :3054-3061 Jun, 2009

Relation: 2009 International Joint Conference on Neural Networks (IJCNN 2009 - Atlanta)

A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition

Authors: Taieb, Souhaib Ben, Bontempi, Gianluca, Atiya, Amir, Sorjamaa, Antti

Subject Terms: Statistics - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Learning, Statistics - Applications

Access URL: http://arxiv.org/abs/1108.3259