Alex Gammerman

78 papers A* 3A 1B 3C 8Misc 7Journal 33Unranked 18

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Conformal e-testing. Pattern Recognit. Vladimir Vovk, Ilia Nouretdinov, Alex Gammerman
2024	J	`jnl`	Validity and efficiency of the conformal CUSUM procedure. CoRR Vladimir Vovk, Ilia Nouretdinov, Alex Gammerman
2023	—	`conf`	The Venn-ABERS Testing for Change-Point Detection. COPA Ilia Nouretdinov, Alex Gammerman
2022	—	`conf`	Conformal testing: binary case with Markov alternatives. COPA Vladimir Vovk, Ilia Nouretdinov, Alex Gammerman
2021	J	`jnl`	Adaptive calibration for binary classification. CoRR Vladimir Vovk, Ivan Petej, Alex Gammerman
2021	—	`conf`	Conformal changepoint detection in continuous model situations. COPA Ilia Nouretdinov, Vladimir Vovk, Alex Gammerman
2021	J	`jnl`	Conformal testing: binary case with Markov alternatives. CoRR Vladimir Vovk, Ilia Nouretdinov, Alex Gammerman
2021	—	`conf`	Protected probabilistic classification. COPA Vladimir Vovk, Ivan Petej, Alex Gammerman
2021	J	`jnl`	Retrain or not retrain: Conformal test martingales for change-point detection. CoRR Vladimir Vovk, Ivan Petej, Ilia Nouretdinov, Ernst Ahlberg, Lars Carlsson, Alex Gammerman
2021	—	`conf`	Retrain or not retrain: conformal test martingales for change-point detection. COPA Vladimir Vovk, Ivan Petej, Ilia Nouretdinov, Ernst Ahlberg, Lars Carlsson, Alex Gammerman
2021	—	`conf`	Transformer-based conformal predictors for paraphrase detection. COPA Patrizio Giovannotti, Alex Gammerman
2020	J	`jnl`	Special Issue on Conformal and Probabilistic Prediction with Applications. Neurocomputing Alex Gammerman, Vladimir Vovk, Zhiyuan Luo, Evgueni N. Smirnov, Ralf Peeters
2019	J	`jnl`	Computationally efficient versions of conformal predictive distributions. CoRR Vladimir Vovk, Ivan Petej, Ilia Nouretdinov, Valery Manokhin, Alex Gammerman
2019	—	`ed.`	Conformal and Probabilistic Prediction and Applications, COPA 2019, 9-11 September 2019, Golden Sands, Bulgaria COPA Alex Gammerman, Vladimir Vovk, Zhiyuan Luo, Evgueni N. Smirnov
2019	J	`jnl`	Conformal calibrators. CoRR Vladimir Vovk, Ivan Petej, Paolo Toccaceli, Alex Gammerman
2018	—	`ed.`	7th Symposium on Conformal and Probabilistic Prediction and Applications, COPA 2018, 11-13 June 2018, Maastricht, The Netherlands. COPA Alex Gammerman, Vladimir Vovk, Zhiyuan Luo, Evgueni N. Smirnov, Ralf L. M. Peeters
2017	—	`conf`	Conformal Predictive Distributions with Kernels. Braverman Readings in Machine Learning Vladimir Vovk, Ilia Nouretdinov, Valery Manokhin, Alex Gammerman
2017	—	`ed.`	Conformal and Probabilistic Prediction and Applications, COPA 2017, 13-16 June 2017, Stockholm, Sweden COPA Alex Gammerman, Vladimir Vovk, Zhiyuan Luo, Harris Papadopoulos
2017	J	`jnl`	Conformal predictive distributions with kernels. CoRR Vladimir Vovk, Ilia Nouretdinov, Valery Manokhin, Alex Gammerman
2017	J	`jnl`	Criteria of efficiency for set-valued classification. Ann. Math. Artif. Intell. Vladimir Vovk, Ilia Nouretdinov, Valentina Fedorova, Ivan Petej, Alex Gammerman
2016	J	`jnl`	Criteria of efficiency for conformal prediction. CoRR Vladimir Vovk, Valentina Fedorova, Ilia Nouretdinov, Alex Gammerman
2015	J	`jnl`	Alexey Chervonenkis's bibliography. J. Mach. Learn. Res. Alex Gammerman, Vladimir Vovk
2015	J	`jnl`	Alexey Chervonenkis's bibliography: introductory comments. J. Mach. Learn. Res. Alex Gammerman, Vladimir Vovk
2015	J	`jnl`	Hypergraphical Conformal Predictors. Int. J. Artif. Intell. Tools Valentina Fedorova, Alex Gammerman, Ilia Nouretdinov, Vladimir Vovk
2015	J	`jnl`	Multiprobabilistic prediction in early medical diagnoses. Ann. Math. Artif. Intell. Ilia Nouretdinov, Dmitry Devetyarov, Volodya Vovk, Brian Burford, Stephane Camuzeaux, Aleksandra Gentry-Maharaj, Ali Tiss, Celia J. Smith, Zhiyuan Luo, Alexey Ya. Chervonenkis, Rachel Hallett, Mike Waterfield, Rainer Cramer, John F. Timms, Ian Jacobs, Usha Menon, Alex Gammerman
2015	J	`jnl`	Preface to this special issue. J. Mach. Learn. Res. Alex Gammerman, Vladimir Vovk
2014	J	`jnl`	Regression Conformal Prediction with Nearest Neighbours. CoRR Harris Papadopoulos, Vladimir Vovk, Alex Gammerman
2014	—	`conf`	SVM Venn Machine with k-Means Clustering. AIAI (Workshops) Chenzhe Zhou, Ilia Nouretdinov, Zhiyuan Luo, Alex Gammerman
2013	—	`conf`	Conformal Prediction under Hypergraphical Models. ICCSW Valentina Fedorova, Alex Gammerman, Ilia Nouretdinov, Vladimir Vovk
2013	Misc	`conf`	Conformal Prediction under Hypergraphical Models. AIAI Valentina Fedorova, Alex Gammerman, Ilia Nouretdinov, Vladimir Vovk
2013	J	`jnl`	Learning by Transduction CoRR Alex Gammerman, Volodya Vovk, Vladimir Vapnik
2012	J	`jnl`	Conformal predictors in early diagnostics of ovarian and breast cancers. Prog. Artif. Intell. Dmitry Devetyarov, Ilia Nouretdinov, Brian Burford, Stephane Camuzeaux, Aleksandra Gentry-Maharaj, Ali Tiss, Celia J. Smith, Zhiyuan Luo, Alexey Ya. Chervonenkis, Rachel Hallett, Volodya Vovk, Mike Waterfield, Rainer Cramer, John Timms, John Sinclair, Usha Menon, Ian Jacobs, Alex Gammerman
2012	Misc	`conf`	Determining Confidence of Predicted Interactions Between HIV-1 and Human Proteins Using Conformal Method. Pacific Symposium on Biocomputing Ilia Nouretdinov, Alex Gammerman, Yanjun Qi, Judith Klein-Seetharaman
2012	J	`jnl`	On-line Prediction with Kernels and the Complexity Approximation Principle CoRR Alex Gammerman, Yuri Kalnishkan, Vladimir Vovk
2012	J	`jnl`	Plug-in martingales for testing exchangeability on-line CoRR Valentina Fedorova, Alex Gammerman, Ilia Nouretdinov, Vladimir Vovk
2012	A*	`conf`	Plug-in martingales for testing exchangeability on-line. ICML Valentina Fedorova, Alex Gammerman, Ilia Nouretdinov, Volodya Vovk
2012	J	`jnl`	Testing the Gauss linear assumption for on-line predictions. Prog. Artif. Intell. Valentina Fedorova, Ilia Nouretdinov, Alex Gammerman
2012	J	`jnl`	Valid predictions with confidence estimation in an air pollution problem. Prog. Artif. Intell. Olga Ivina, Ilia Nouretdinov, Alex Gammerman
2011	Misc	`conf`	A Comparison of Venn Machine with Platt's Method in Probabilistic Outputs. AIAI Chenzhe Zhou, Ilia Nouretdinov, Zhiyuan Luo, Dmitry Adamskiy, Luke Randell, Nicholas Coldham, Alex Gammerman
2011	Misc	`conf`	Applying Conformal Prediction to the Bovine TB Diagnosing. AIAI Dmitry Adamskiy, Ilia Nouretdinov, Andy Mitchell, Nick Coldham, Alex Gammerman
2011	Misc	`conf`	Feature Selection by Conformal Predictor. AIAI Meng Yang, Ilia Nouretdinov, Zhiyuan Luo, Alex Gammerman
2011	J	`jnl`	Regression Conformal Prediction with Nearest Neighbours. J. Artif. Intell. Res. Harris Papadopoulos, Vladimir Vovk, Alex Gammerman
2011	J	`jnl`	Reliable Confidence Measures for Medical Diagnosis With Evolutionary Algorithms. IEEE Trans. Inf. Technol. Biomed. Antonis Lambrou, Harris Papadopoulos, Alex Gammerman
2010	J	`jnl`	Prédictions contrôlées en apprentissage automatique. Monde des Util. Anal. Données Alex Gammerman, Vladimir Vovk
2009	C	`conf`	Application of Inductive Confidence Machine to ICMLA Competition Data. ICMLA Ilia Nouretdinov, Brian Burford, Alex Gammerman
2009	C	`conf`	Conditional Prediction Intervals for Linear Regression. ICMLA Peter McCullagh, Vladimir Vovk, Ilia Nouretdinov, Dmitry Devetyarov, Alex Gammerman
2009	—	`conf`	Confidence Machine and Its Application to Medical Diagnosis. BIOCOMP Dmitry Devetyarov, Ilia Nouretdinov, Alex Gammerman
2009	Misc	`conf`	Confidence Predictions for the Diagnosis of Acute Abdominal Pain. AIAI Harris Papadopoulos, Alex Gammerman, Volodya Vovk
2009	B	`conf`	Online Prediction of Ovarian Cancer. AIME Fedor Zhdanov, Vladimir Vovk, Brian Burford, Dmitry Devetyarov, Ilia Nouretdinov, Alex Gammerman
2009	J	`jnl`	Online prediction of ovarian cancer CoRR Fedor Zhdanov, Vladimir Vovk, Brian Burford, Dmitry Devetyarov, Ilia Nouretdinov, Alex Gammerman
2009	J	`jnl`	Serum Proteomic Abnormality Predating Screen Detection of Ovarian Cancer. Comput. J. Alex Gammerman, Volodya Vovk, Brian Burford, Ilia Nouretdinov, Zhiyuan Luo, Alexey Ya. Chervonenkis, Mike Waterfield, Rainer Cramer, Paul Tempst, Josep Villanueva, Musarat Kabir, Stephane Camuzeaux, John Timms, Usha Menon, Ian Jacobs
2008	J	`jnl`	Adaptive Coding and Prediction of Sources With Large and Infinite Alphabets. IEEE Trans. Inf. Theory Boris Ryabko, Jaakko Astola, Alex Gammerman
2007	—	`conf`	Conformal Prediction with Neural Networks. ICTAI (2) Harris Papadopoulos, Volodya Vovk, Alex Gammerman
2007	—	`conf`	Improving the aggregating algorithm for regression. Artificial Intelligence and Applications Steven Busuttil, Yuri Kalnishkan, Alex Gammerman
2006	J	`jnl`	Application of Kolmogorov complexity and universal codes to identity testing and nonparametric testing of serial independence for time series. Theor. Comput. Sci. Boris Ryabko, Jaakko Astola, Alex Gammerman
2006	—	`conf`	Application of Kolmogorov complexity and universal codes to identity testing and nonparametric testing of serial independence for time series.. Kolmogorov Complexity and Applications Boris Ryabko, Jaakko Astola, Alex Gammerman
2006	Misc	`conf`	Reliable classification of childhood acute leukaemia from gene expression data using confidence machines. GrC Tony Bellotti, Zhiyuan Luo, Alex Gammerman
2006	C	`conf`	Strangeness Minimisation Feature Selection with Confidence Machines. IDEAL Tony Bellotti, Zhiyuan Luo, Alex Gammerman
2005	J	`jnl`	Application of Kolmogorov complexity and universal codes to identity testing and nonparametric testing of serial independence for time series CoRR Boris Ryabko, Jaakko Astola, Alex Gammerman
2005	C	`conf`	Qualified Probabilistic Predictions Using Graphical Models. ECSQARU Zhiyuan Luo, Alex Gammerman
2005	J	`jnl`	Qualified predictions for microarray and proteomics pattern diagnostics with confidence machines. Int. J. Neural Syst. Tony Bellotti, Zhiyuan Luo, Alex Gammerman, Frederick W. Van Delft, Vaskar Saha
2004	A	`conf`	On-line Prediction with Kernels and the Complexity Approximation Principle. UAI Alex Gammerman, Yuri Kalnishkan, Vladimir Vovk
2004	C	`conf`	Qualified Predictions for Proteomics Pattern Diagnostics with Confidence Machines. IDEAL Zhiyuan Luo, Tony Bellotti, Alex Gammerman
2003	A*	`conf`	Testing Exchangeability On-Line. ICML Vladimir Vovk, Ilia Nouretdinov, Alex Gammerman
2003	B	`conf`	Transductive Confidence Machine Is Universal. ALT Ilia Nouretdinov, Vladimir V. V'yugin, Alex Gammerman
2002	—	`conf`	Inductive Confidence Machines for Regression. ECML Harris Papadopoulos, Kostas Proedrou, Volodya Vovk, Alex Gammerman
2002	—	`conf`	Inductive Confidence Machines for Regression. AI&M Harris Papadopoulos, Kostas Proedrou, Volodya Vovk, Alex Gammerman
2002	J	`jnl`	Prediction algorithms and confidence measures based on algorithmic randomness theory. Theor. Comput. Sci. Alex Gammerman, Volodya Vovk
2002	C	`conf`	Qualified Prediction for Large Data Sets in the Case of Pattern Recognition. ICMLA Harris Papadopoulos, Vladimir Vovk, Alex Gammerman
2002	—	`conf`	Transductive Confidence Machines for Pattern Recognition. ECML Kostas Proedrou, Ilia Nouretdinov, Volodya Vovk, Alex Gammerman
2002	—	`conf`	Transductive Confidence Machines for Pattern Recognition. AI&M Kostas Proedrou, Ilia Nouretdinov, Volodya Vovk, Alex Gammerman
2001	—	`ch.`	A combined Bayes - maximum likelihood method for regression. Data Fusion and Perception Alexey Ya. Chervonenkis, Alex Gammerman, Mark Herbster
2001	—	`conf`	Pattern Recognition and Density Estimation under the General i.i.d. Assumption. COLT/EuroCOLT Ilia Nouretdinov, Volodya Vovk, Michael V. Vyugin, Alex Gammerman
2000	B	`conf`	Computationally Efficient Transductive Machines. ALT Craig Saunders, Alex Gammerman, Volodya Vovk
1999	—	`book`	Causal models and intelligent data management. Alex Gammerman
1999	A*	`conf`	Transduction with Confidence and Credibility. IJCAI Craig Saunders, Alex Gammerman, Volodya Vovk
1991	C	`conf`	Press - A Probabilistic Reasoning Expert System Shell. ECSQARU Zhiyuan Luo, Alex Gammerman
1990	C	`conf`	STOSS - A Stochastic Simulation System for Bayesian Belief Networks. IPMU Zhiyuan Luo, Alex Gammerman