Towards robust car-following based on deep reinforcement learning. Transportation Research Part C: Emerging Technologies, (159):104486, 2024. [PUMA: Car-following; Generalization; Reinforcement; String Validation; capabilities; learning; model; stability topic_engineering yaff]
Multiple hypothesis testing with persistent homology. Found. Data Sci., (4)4:667--705, American Institute of Mathematical Sciences (AIMS), 2022. [PUMA: Multiple homology hypothesis persistent testing; topic_mathfoundation yaff]
Ergodic theorems for dynamic imprecise probability kinematics. International Journal of Approximate Reasoning, (152):325-343, 2023. [PUMA: Dynamic Ergodic Imprecise Lower Strong Subjective imprecise kinematics large law numbers probabilities probability topic_mathfoundation xack yaff] URL
Pragmatist Intelligence: Where the Principle of Usefulness Can Take ANNs. 2024. [PUMA: ANN Intelligence; Pragmatist Usefulness; topic_mathfoundation yaff] URL
Global optimality of Elman-type RNNs in the mean-field regime. In Andreas Krause, Emma Brunskill, Kyunghyun Cho, Barbara Engelhardt, Sivan Sabato, and Jonathan Scarlett (Eds.), Proceedings of the 40th International Conference on Machine Learning, (202):196--227, PMLR, 23--29 Jul 2023. [PUMA: Elman-type Optimality, mean-field regime topic_mathfoundation xack yaff {RNN}s,] URL
Neural network-assisted humanisation of COVID-19 hamster transcriptomic data reveals matching severity states in human disease. eBioMedicine, (108):105312, 2024. [PUMA: COVID-19, Cross-species Deep Disease Hamster RNA-seq, Single-cell analysis, learning matching, model, state topic_mathfoundation xack yaff] URL
The Precise Complexity of Reasoning in $ALC$ with $ømega$-Admissible Concrete Domains (Extended Version). 2024. [PUMA: imported topic_knowledge xack yaff] URL
Logics with Concrete Domains: First-Order Properties, Abstract Expressive Power, and (Un)Decidability. SIGAPP Appl. Comput. Rev., (24)3:5–17, Association for Computing Machinery, New York, NY, USA, Oct 8, 2024. [PUMA: imported topic_knowledge xack yaff] URL
The SPAR Model: A New Paradigm for Multivariate Extremes: Application to Joint Distributions of Metocean Variables. Journal of Offshore Mechanics and Arctic Engineering, (147)1ASME International, July 2024. [PUMA: imported topic_mathfoundation yaff] URL
Learning locally dominant force balances in active particle systems. CoRR, (abs/2307.14970)2023. [PUMA: imported topic_lifescience xack yaff]
A Distributed Algebra System for Time Integration on Parallel Computers. CoRR, (abs/2309.05331)2023. [PUMA: imported topic_lifescience xack yaff]
A portable C++ library for memory and compute abstraction on multi?core CPUs and GPUs. Concurrency and Computation: Practice and Experience, (35)25Wiley, July 2023. [PUMA: imported topic_lifescience xack yaff] URL
Computational Power of Particle Methods. CoRR, (abs/2304.10286)2023. [PUMA: imported topic_lifescience yaff]
Revealing the learning process in reinforcement learning agents through attention-oriented metrics. 2024. [PUMA: imported topic_neuroinspired xack yaff] URL
Open Problem: Active Representation Learning. 2024. [PUMA: imported topic_neuroinspired xack yaff] URL
Orientation of Fitch Graphs and Detection of Horizontal Gene Transfer in Gene Trees. 2021. [PUMA: imported yaff] URL
Unleashing the Autoconversion Rates Forecasting: Evidential Regression from Satellite Data. NeurIPS 2023 Workshop on Tackling Climate Change with Machine Learning, 2023. [PUMA: imported topic_earthenvironment yaff] URL
Marine cloud base height retrieval from MODIS cloud properties using machine learning. Atmospheric Measurement Techniques, to appear, 2024. [PUMA: imported topic_earthenvironment yaff] URL
ALAS: Active Learning for Autoconversion Rates Prediction from Satellite Data. NeurIPS 2023 AI for Science Workshop, 2023. [PUMA: imported topic_earthenvironment yaff] URL
Tools for Landscape Analysis of Optimisation Problems in Procedural Content Generation for Games. Applied Soft Computing, (136):110121, 2023. [PUMA: topic_engineering yaff] URL