Dmitry Efimov - RankMe

28 papers A 1Misc 2Journal 17Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Probabilistic Pretraining for Improved Neural Regression. Trans. Mach. Learn. Res. Boris N. Oreshkin, Shiv Kumar Tavker, Dmitry Efimov
2026	J	`jnl`	Time-Aware Prior Fitted Networks for Zero-Shot Forecasting with Exogenous Variables. CoRR Andres Potapczynski, Ravi Kiran Selvam, Tatiana Konstantinova, Shankar Ramasubramanian, Malcolm Wolff, Kin G. Olivares, Ruijun Ma, Mengfei Cao, Michael W. Mahoney, Andrew Gordon Wilson, Boris N. Oreshkin, Dmitry Efimov
2026	J	`jnl`	Zero-shot Forecasting by Simulation Alone. CoRR Boris N. Oreshkin, Mayank Jauhari, Ravi Kiran Selvam, Malcolm Wolff, Wenhao Pan, Shankar Ramasubramanian, Kin G. Olivares, Tatiana Konstantinova, Andres Potapczynski, Mengfei Cao, Dmitry Efimov, Michael W. Mahoney, Andrew Gordon Wilson
2025	J	`jnl`	A Realistic Evaluation of Cross-Frequency Transfer Learning and Foundation Forecasting Models. CoRR Kin G. Olivares, Malcolm Wolff, Tatiana Konstantinova, Shankar Ramasubramanian, Andrew Gordon Wilson, Andres Potapczynski, Willa Potosnak, Mengfei Cao, Boris N. Oreshkin, Dmitry Efimov
2025	J	`jnl`	Forking-Sequences. CoRR Willa Potosnak, Malcolm Wolff, Boris N. Oreshkin, Mengfei Cao, Michael W. Mahoney, Dmitry Efimov, Kin G. Olivares
2025	J	`jnl`	Probabilistic Pretraining for Neural Regression. CoRR Boris N. Oreshkin, Shiv Kumar Tavker, Dmitry Efimov
2025	J	`jnl`	TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting. CoRR Zhiyuan Zhao, Sitan Yang, Kin G. Olivares, Boris N. Oreshkin, Stan Vitebsky, Michael W. Mahoney, B. Aditya Prakash, Dmitry Efimov
2024	J	`jnl`	LLMForecaster: Improving Seasonal Event Forecasts with Unstructured Textual Data. CoRR Hanyu Zhang, Chuck Arvin, Dmitry Efimov, Michael W. Mahoney, Dominique Perrault-Joncas, Shankar Ramasubramanian, Andrew Gordon Wilson, Malcolm Wolff
2024	J	`jnl`	♠ SPADE ♠ Split Peak Attention DEcomposition. CoRR Malcolm Wolff, Kin G. Olivares, Boris N. Oreshkin, Sunny Ruan, Sitan Yang, Abhinav Katoch, Shankar Ramasubramanian, Youxin Zhang, Michael W. Mahoney, Dmitry Efimov, Vincent Quenneville-Bélair
2020	J	`jnl`	Sequential Deep Learning for Credit Risk Monitoring with Tabular Financial Data. CoRR Jillian M. Clements, Di Xu, Nooshin Yousefi, Dmitry Efimov
2020	J	`jnl`	Spectral and Modal Methods for Studying Stability and Control of Electric Power Systems. Autom. Remote. Control. Nikolai I. Voropai, Ivana Golub, Dmitry Efimov, Alexey B. Iskakov, Igor B. Yadykin
2020	J	`jnl`	Using generative adversarial networks to synthesize artificial financial datasets. CoRR Dmitry Efimov, Di Xu, Luyang Kong, Alexey Nefedov, Archana Anandakrishnan
2019	—	`conf`	Intelligent Control and Protection of Power Systems in the Russian Cities. SMARTGREENS Nikolai I. Voropai, Victor G. Kurbatsky, Nikita V. Tomin, Dmitry Efimov, Irina N. Kolosok
2018	J	`jnl`	A Suite of Intelligent Tools for Early Detection and Prevention of Blackouts in Power Interconnections. Autom. Remote. Control. Nikolai I. Voropai, Nikita V. Tomin, Denis N. Sidorov, Victor G. Kurbatsky, Daniil A. Panasetsky, Aleksei V. Zhukov, Dmitry Efimov, Alexey B. Osak
2018	—	`ch.`	Independent Component Analysis. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. Dmitry Efimov
2015	J	`jnl`	Phase resetting for a network of oscillators via phase response curve approach. Biol. Cybern. Dmitry Efimov
2014	J	`jnl`	Airline new customer tier level forecasting for real-time resource allocation of a miles program. J. Big Data Jose Berengueres, Dmitry Efimov
2013	—	`conf`	Innovative Technologies for Operation and Emergency Control in Electric Power Systems of Russia. MIM Igor B. Yadykin, Nikolai I. Voropai, Dmitry Efimov
2013	—	`conf`	KDD Cup 2013 - author-paper identification challenge: second place team. KDD Cup Dmitry Efimov, Lucas Silva, Benjamin Solecki
2013	—	`conf`	KDD Cup 2013: author disambiguation. KDD Cup Benjamin Solecki, Lucas Silva, Dmitry Efimov
2013	—	`conf`	Lyapunov-Based Small Signal Analysis for Power Systems of Russia. MIM Igor B. Yadykin, Nikolai I. Voropai, Dmitry Efimov
2013	J	`jnl`	Protein complex detection using interaction reliability assessment and weighted clustering coefficient. BMC Bioinform. Nazar Zaki, Dmitry Efimov, Jose Berengueres
2013	J	`jnl`	Smart Technologies in Emergency Control of Russia's Unified Energy System. IEEE Trans. Smart Grid Nikolai I. Voropai, Dmitry Efimov, Irina N. Kolosok, Victor G. Kurbatsky, Anna M. Glazunova, Elena S. Korkina, Alexey B. Osak, Nikita V. Tomin, Daniil A. Panasetsky
2012	—	`conf`	Detecting protein complexes from noisy protein interaction data. BIOKDD Dmitry Efimov, Nazar Zaki, Jose Berengueres
2012	A	`conf`	ProRank: a method for detecting protein complexes. GECCO Nazar Zaki, Jose Berengueres, Dmitry Efimov
2012	—	`conf`	Smart Control in the Russian Electric Power System. SMARTGREENS Nikolai I. Voropai, Dmitry Efimov, Victor G. Kurbatsky, Nikita V. Tomin
2009	Misc	`conf`	Recompilator: Document Match and Search for the Reused Test Segments. IC-AI Dmitry Efimov, Konstantin Kuznetsov
2009	Misc	`conf`	Tools for Tuning the Semantix Processor to Application Areas. IC-AI Igor P. Kuznetsov, Dmitry Efimov, Elena B. Kozerenko