Alexander Ilin
Visitor
Visitor
T313 Dept. Computer Science
Full researcher profile
https://research.aalto.fi/...
E-post
[email protected]
Forskningsgrupp
- Computer Science - Artificial Intelligence and Machine Learning (AIML), Part-time teacher
- Computer Science - Artificial Intelligence and Machine Learning (AIML), Visitor (Faculty)
- Computer Science Professors, Visitor (Faculty)
- Computer Science Professors of Practice, Visitor (Faculty)
- Professor of Practice Ilin Alexander, Visitor (Faculty)
Publikationer
Can docstring reformulation with an LLM improve code generation?
Nicola Dainese, Alexander Ilin, Pekka Marttinen
2024
EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Student Research Workshop
Self-Supervised Forecasting in Electronic Health Records with Attention-Free Models
Yogesh Kumar, Alexander Ilin, Henri Salo, Sangita Kulathinal, Maarit K. Leinonen, Pekka Marttinen
2024
Reader: Model-based language-instructed reinforcement learning
Nicola Dainese, Pekka Marttinen, Alexander Ilin
2023
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
Improved Training of Physics-Informed Neural Networks with Model Ensembles
Katsiaryna Haitsiukevich, Alexander Ilin
2023
IJCNN 2023 - International Joint Conference on Neural Networks, Proceedings
Hierarchical Imitation Learning with Vector Quantized Models
Kalle Kujanpää, Joni Pajarinen, Alexander Ilin
2023
Proceedings of the 40th International Conference on Machine Learning
Hybrid Search for Efficient Planning with Completeness Guarantees
Kalle Kujanpää, Joni Pajarinen, Alexander Ilin
2023
NeurIPS 2023
Suicidal Pedestrian : Generation of Safety-Critical Scenarios for Autonomous Vehicles
Yuhang Yang, Kalle Kujanpää, Amin Babadi, Joni Pajarinen, Alexander Ilin
2023
2023 IEEE 26th International Conference on Intelligent Transportation Systems, ITSC 2023
Learning to Play Imperfect-Information Games by Imitating an Oracle Planner
Rinu Boney, Alexander Ilin, Juho Kannala, Jarno Seppanen
2022
Precise atom manipulation through deep reinforcement learning
I-Ju Chen, Markus Aapro, Abraham Kipnis, Alexander Ilin, Peter Liljeroth, Adam Foster
2022
Learning Trajectories of Hamiltonian Systems with Neural Networks
Katsiaryna Haitsiukevich, Alexander Ilin
2022
Artificial Neural Networks and Machine Learning – ICANN 2022