Alex J. Gammerman

Publication Activity (10 Years)

Years Active: 2003-2021
Publications (10 Years): 9

Top Topics

Conformal Prediction

Multiple Kernel Learning

High Dimensional Time Series

Joint Distribution

Top Venues

Braverman Readings in Machine Learning

Publications

Vladimir Vovk, Ivan Petej, Alex J. Gammerman
Adaptive calibration for binary classification. CoRR (2021)
Patrizio Giovannotti, Alex J. Gammerman
Transformer-based conformal predictors for paraphrase detection. COPA (2021)
Vladimir Vovk, Ilia Nouretdinov, Alex J. Gammerman
Conformal testing: binary case with Markov alternatives. CoRR (2021)
Vladimir Vovk, Ivan Petej, Alex J. Gammerman
Protected probabilistic classification. COPA (2021)
Ilia Nouretdinov, Vladimir Vovk, Alex J. Gammerman
Conformal changepoint detection in continuous model situations. COPA (2021)
Vladimir Vovk, Ivan Petej, Ilia Nouretdinov, Ernst Ahlberg, Lars Carlsson, Alex J. Gammerman
Retrain or not retrain: conformal test martingales for change-point detection. COPA (2021)
Vladimir Vovk, Ivan Petej, Ilia Nouretdinov, Valery Manokhin, Alex J. Gammerman
Computationally efficient versions of conformal predictive distributions. CoRR (2019)
Vladimir Vovk, Ilia Nouretdinov, Valery Manokhin, Alex J. Gammerman
Conformal Predictive Distributions with Kernels. Braverman Readings in Machine Learning (2017)
Vladimir Vovk, Ilia Nouretdinov, Valery Manokhin, Alex J. Gammerman
Conformal predictive distributions with kernels. CoRR (2017)
Harris Papadopoulos, Vladimir Vovk, Alex J. Gammerman
Regression Conformal Prediction with Nearest Neighbours. CoRR (2014)
Valentina Fedorova, Alex J. Gammerman, Ilia Nouretdinov, Vladimir Vovk
Conformal Prediction under Hypergraphical Models. ICCSW (2013)
Alex J. Gammerman, Yuri Kalnishkan, Vladimir Vovk
On-line Prediction with Kernels and the Complexity Approximation Principle CoRR (2012)
Valentina Fedorova, Alex J. Gammerman, Ilia Nouretdinov, Volodya Vovk
Plug-in martingales for testing exchangeability on-line. ICML (2012)
Ilia Nouretdinov, Alex J. Gammerman, Yanjun Qi, Judith Klein-Seetharaman
Determining Confidence of Predicted Interactions Between HIV-1 and Human Proteins Using Conformal Method. Pacific Symposium on Biocomputing (2012)
Meng Yang, Ilia Nouretdinov, Zhiyuan Luo, Alex J. Gammerman
Feature Selection by Conformal Predictor. EANN/AIAI (2) (2011)
Alex J. Gammerman, Vladimir Vovk
Prédictions contrôlées en apprentissage automatique. Monde des Util. Anal. Données 42 (2010)
Ilham A. Shahmuradov, Alex J. Gammerman, John M. Hancock, Peter M. Bramley, Victor V. Solovyev
PlantProm: a database of plant promoter sequences. Nucleic Acids Res. 31 (1) (2003)
Leo Gordon, Alexey Ya. Chervonenkis, Alex J. Gammerman, Ilham A. Shahmuradov, Victor V. Solovyev
Genome-Wide Prokaryotic Promoter Recognition Based on Sequence Alignment Kernel. IDA (2003)
Leo Gordon, Alexey Ya. Chervonenkis, Alex J. Gammerman, Ilham A. Shahmuradov, Victor V. Solovyev
Sequence alignment kernel for recognition of promoter regions. Bioinform. 19 (15) (2003)