Volodya Vovk - researchr alias

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Viewing Publication 1 - 26 from 26

2016

Prescience: Probabilistic Guidance on the Retraining Conundrum for Malware DetectionAmit Deo, Santanu Kumar Dash, Guillermo Suarez-Tangil, Volodya Vovk, Lorenzo Cavallaro. ccs 2016: 71-82 [doi]

2015

2012

Plug-in martingales for testing exchangeability on-lineValentina Fedorova, Alex J. Gammerman, Ilia Nouretdinov, Volodya Vovk. icml 2012: [doi]

2009

2007

Conformal Prediction with Neural NetworksHarris Papadopoulos, Volodya Vovk, Alexander Gammerman. ictai 2007: 388-395 [doi]

2004

Loss functions, complexities, and the Legendre transformationYuri Kalnishkan, Volodya Vovk, Michael V. Vyugin. TCS, 313(2):195-207, 2004. [doi]

2002

Prediction algorithms and confidence measures based on algorithmic randomness theoryAlexander Gammerman, Volodya Vovk. TCS, 287(1):209-217, 2002.

Inductive Confidence Machines for RegressionHarris Papadopoulos, Kostas Proedrou, Volodya Vovk, Alexander Gammerman. ecml 2002: 345-356 [doi]

Inductive Confidence Machines for RegressionHarris Papadopoulos, Kostas Proedrou, Volodya Vovk, Alexander Gammerman. isaim 2004: [doi]

Inductive Confidence Machines for RegressionHarris Papadopoulos, Kostas Proedrou, Volodya Vovk, Alexander Gammerman. amai 2002: [doi]

Transductive Confidence Machines for Pattern RecognitionKostas Proedrou, Ilia Nouretdinov, Volodya Vovk, Alexander Gammerman. ecml 2002: 381-390 [doi]

Transductive Confidence Machines for Pattern RecognitionKostas Proedrou, Ilia Nouretdinov, Volodya Vovk, Alexander Gammerman. amai 2002: [doi]

Transductive Confidence Machines for Pattern RecognitionKostas Proedrou, Ilia Nouretdinov, Volodya Vovk, Alexander Gammerman. isaim 2004: [doi]

2001

2000

Computationally Efficient Transductive MachinesCraig Saunders, Alexander Gammerman, Volodya Vovk. alt 2000: 325-333 [doi]

1999

Transduction with Confidence and CredibilityCraig Saunders, Alexander Gammerman, Volodya Vovk. IJCAI 1999: 722-726

Machine-Learning Applications of Algorithmic RandomnessVolodya Vovk, Alexander Gammerman, Craig Saunders. icml 1999: 444-453

1998

Ridge Regression Learning Algorithm in Dual VariablesCraig Saunders, Alexander Gammerman, Volodya Vovk. icml 1998: 515-521

1997

Competitive On-line Linear RegressionVolodya Vovk. nips 1998: 364-370

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