| 2014 | COLT | Efficiency of conformalized ridge regression. | Evgeny Burnaev, Vladimir Vovk |
| 2014 | UAI | Venn-Abers Predictors. | Vladimir Vovk, Ivan Petej |
| 2012 | ALT | A Closer Look at Adaptive Regret. | Dmitry Adamskiy, Wouter M. Koolen, Alexey V. Chernov, Vladimir Vovk |
| 2012 | ALT | Buy Low, Sell High. | Wouter M. Koolen, Vladimir Vovk |
| 2010 | ALT | Editors' Introduction. | Marcus Hutter, Frank Stephan, Vladimir Vovk, Thomas Zeugmann |
| 2010 | UAI | Prediction with Advice of Unknown Number of Experts. | Alexey V. Chernov, Vladimir Vovk |
| 2009 | AIME | Online Prediction of Ovarian Cancer. | Fedor Zhdanov, Vladimir Vovk, Brian Burford, Dmitry Devetyarov, Ilia Nouretdinov, Alex Gammerman |
| 2009 | ALT | Prediction with Expert Evaluators' Advice. | Alexey V. Chernov, Vladimir Vovk |
| 2009 | ICMLA | Conditional Prediction Intervals for Linear Regression. | Peter McCullagh, Vladimir Vovk, Ilia Nouretdinov, Dmitry Devetyarov, Alex Gammerman |
| 2008 | ALT | Supermartingales in Prediction with Expert Advice. | Alexey V. Chernov, Yuri Kalnishkan, Fedor Zhdanov, Vladimir Vovk |
| 2008 | ALT | On-Line Probability, Complexity and Randomness. | Alexey V. Chernov, Alexander Shen, Nikolai K. Vereshchagin, Vladimir Vovk |
| 2008 | ALT | Prequential Randomness. | Vladimir Vovk, Alexander Shen |
| 2008 | ICML | Prediction with expert advice for the Brier game. | Vladimir Vovk, Fedor Zhdanov |
| 2007 | COLT | Generalised Entropy and Asymptotic Complexities of Languages. | Yuri Kalnishkan, Vladimir Vovk, Michael V. Vyugin |
| 2007 | COLT | Competing with Stationary Prediction Strategies. | Vladimir Vovk |
| 2006 | ALT | Leading Strategies in Competitive On-Line Prediction. | Vladimir Vovk |
| 2006 | COLT | Predictions as Statements and Decisions. | Vladimir Vovk |
| 2006 | COLT | Competing with Wild Prediction Rules. | Vladimir Vovk |
| 2006 | TAMC | On-Line Regression Competitive with Reproducing Kernel Hilbert Spaces. | Vladimir Vovk |
| 2005 | AISTATS | Defensive Forecasting. | Vladimir Vovk, Akimichi Takemura, Glenn Shafer |
| 2005 | ALT | Non-asymptotic Calibration and Resolution. | Vladimir Vovk |
| 2005 | ALT | Defensive Prediction with Expert Advice. | Vladimir Vovk |
| 2005 | ALT | Defensive Forecasting for Linear Protocols. | Vladimir Vovk, Ilia Nouretdinov, Akimichi Takemura, Glenn Shafer |
| 2004 | ALT | A Criterion for the Existence of Predictive Complexity for Binary Games. | Yuri Kalnishkan, Vladimir Vovk, Michael V. Vyugin |
| 2004 | UAI | On-line Prediction with Kernels and the Complexity Approximation Principle. | Alex Gammerman, Yuri Kalnishkan, Vladimir Vovk |
| 2003 | ALT | Criterion of Calibration for Transductive Confidence Machine with Limited Feedback. | Ilia Nouretdinov, Vladimir Vovk |
| 2003 | ALT | Well-Calibrated Predictions from Online Compression Models. | Vladimir Vovk |
| 2003 | COLT | How Many Strings Are Easy to Predict? | Yuri Kalnishkan, Vladimir Vovk, Michael V. Vyugin |
| 2003 | COLT | Universal Well-Calibrated Algorithm for On-Line Classification. | Vladimir Vovk |
| 2003 | ICML | Testing Exchangeability On-Line. | Vladimir Vovk, Ilia Nouretdinov, Alex Gammerman |
| 2002 | ALT | Asymptotic Optimality of Transductive Confidence Machine. | Vladimir Vovk |
| 2002 | FOCS | On-Line Confidence Machines Are Well-Calibrated. | Vladimir Vovk |
| 2002 | ICMLA | Qualified Prediction for Large Data Sets in the Case of Pattern Recognition. | Harris Papadopoulos, Vladimir Vovk, Alex Gammerman |