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1Stability selection enables robust learning of differential equations from limited noisy data
S. Maddu, {. Cheeseman, {. Sbalzarini, and {. Müller. Proceedings of the Royal Society of London : Series A, Mathematical, physical and engineering sciences, (June 2022)Publisher Copyright: © 2022 Royal Society Publishing. All rights reserved..
a month ago by @scadsfct
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PAR
statistical
proteins,
equations,
learning
selection,
sparse
differential
regression,
learning,
machine
topic_lifescience
stability
theory
FIS_scadsPARstatisticalproteins,equations,learningselection,sparsedifferentialregression,learning,machinetopic_lifesciencestabilitytheory
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1Spontaneous flow instabilities of active polar fluids in three dimensions
A. Singh, Q. Vagne, F. Jülicher, and {. Sbalzarini. Physical Review Research, (April 2023)Funding Information: Acknowledgments. This work was supported by the Center for Scalable Data Analytics and Artificial Intelligence (ScaDS.AI) Dresden/Leipzig, funded by the Federal Ministry of Education and Research (BMBF, Bundesministerium für Bildung und Forschung). We thank the Scientific Computing Facility of MPI-CBG and the Center for Information Services and High Performance Computing (ZIH) of TU Dresden for providing the compute resources for the numerical simulations. We thank Philipp Suhrcke (Sbalzarini group) and the anonymous referees for their constructive comments. Publisher Copyright: © 2023 authors. Published by the American Physical Society..
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imported
topic_lifescience
FIS_scadsimportedtopic_lifescience
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1Spatial–temporal recurrent reinforcement learning for autonomous ships
M. Waltz, and O. Okhrin. Neural Networks, 2023 (165): 634--653 (Jun 15, 2023)Publisher Copyright: © 2023 Elsevier Ltd.
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Networks,
Autonomous
surface
Computer,
Recurrency,
Deep
vehicle,
COLREG,
learning,
Algorithms,
Psychology,
Ships,
Reward
reinforcement
topic_engineering
Neural
Reinforcement,
FIS_scadsNetworks,AutonomoussurfaceComputer,Recurrency,Deepvehicle,COLREG,learning,Algorithms,Psychology,Ships,Rewardreinforcementtopic_engineeringNeuralReinforcement,
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1Spatiality and Semantics - Towards Understanding Content Placement in Mixed Reality
{. Ellenberg, M. Satkowski, W. Luo, and R. Dachselt. CHI 2023 - Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, page 254:1--254:8. United States of America, Association for Computing Machinery (ACM), New York, (Apr 19, 2023)Publisher Copyright: © 2023 Owner/Author..
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Augemented
FIS_scads
Study
User
Design
Reality,
Mixed
Content
Layout,
topic_visualcomputing
Space,
Organization,
AugementedFIS_scadsStudyUserDesignReality,MixedContentLayout,topic_visualcomputingSpace,Organization,
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1Single Train Multi Deploy on Topology Search Spaces using Kshot-Hypernet
J. Zhuge, {. Mayr, A. Subramoney, and D. Kappel. (2024)
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1SetQuence & SetOmic: Deep set transformers for whole genome and exome tumour analysis
N. Jurenaite, D. León-Periñán, V. Donath, S. Torge, and R. Jäkel. BioSystems, (January 2024)Copyright © 2023 The Authors. Published by Elsevier B.V. All rights reserved..
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Humans,
topic_federatedlearn
Intelligence,
Artificial
Oncology,
Research,
livinglab
Exome/genetics,
Medical
Neoplasms/genetics
Biomedical
FIS_scadsHumans,topic_federatedlearnIntelligence,ArtificialOncology,Research,livinglabExome/genetics,MedicalNeoplasms/geneticsBiomedical
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1SetQuence & SetOmic: Deep Set Transformer-based Representations of Cancer Multi-Omics
N. Jurenaite, D. Leon-Perinan, V. Donath, S. Torge, and R. Jakel. 2022 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2022, page 139--147. United States of America, IEEE, New York u. a., (2022)Publisher Copyright: © 2022 IEEE.; 2022 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2022 ; Conference date: 15-08-2022 Through 17-08-2022.
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Set
processing,
gene
expression,
natural
language
molecular
livinglab
genome,
Deep
sequence
topic_federatedlearn
multi-omics,
mutome,
Representations
analysis,
Network,
Neural
FIS_scadsSetprocessing,geneexpression,naturallanguagemolecularlivinglabgenome,Deepsequencetopic_federatedlearnmulti-omics,mutome,Representationsanalysis,Network,Neural
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1Seminarkonzept zur fachlichen und fachdidaktischen Qualifizierung von Informatiklehramtsstudierenden zum Maschinellen Lernen
E. Marx, and N. Bergner. 10. Fachtagung Hochschuldidaktik Informatik (HDI) 2023, 10, page 65--74. Deutschland, Gesellschaft fur Informatik (GI), (2023)
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1Self-Determination, Empowerment and Self-Efficacy
S. Hummel, B. Sheehan, A. Munro, and C. Chandrakumara. page 172--189. University of Graz, (2021)
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1Secure and Effective AI-based Learning Systems: Integrating Federated Learning and Large Language Models for Privacy-Preservation in Education
S. Hummel, G. Wadhwa, {. Abbas, and M. Donner. (Sep 26, 2024)27th annual conference of Communities in New Media 2024 : Trust in the crisis: communication models in digital communities, GeNeMe 2024 ; Conference date: 25-09-2024 Through 27-09-2024.
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1Secondary school students' mental models and attitudes regarding artificial intelligence - A scoping review
E. Marx, T. Leonhardt, and N. Bergner. Computers and education: artificial intelligence, 5 (5): 1--13 (January 2023)Publisher Copyright: © 2023 The Authors.
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K-12
Mental
models,
Attitudes,
education,
Artificial
Conceptions,
intelligence,
Scoping
review
area_responsibleai
FIS_scadsK-12Mentalmodels,Attitudes,education,ArtificialConceptions,intelligence,Scopingreviewarea_responsibleai
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1Scalable Event-by-event Processing of Neuromorphic Sensory Signals With Deep State-Space Models
M. Schöne, {. Sushma, J. Zhuge, C. Mayr, A. Subramoney, and D. Kappel. WorkingPaper, (2024)
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1RTASS: a RunTime Adaptable and Scalable System for Network-on-Chip-Based Architectures
N. Charaf, J. Haase, A. Kulisch, {. Elm, and D. Göhringer. 2023 26th Euromicro Conference on Digital System Design (DSD), page 585--592. IEEE, (Sep 8, 2023)Publisher Copyright: © 2023 IEEE.; 26th Euromicro Conference on Digital System Design, DSD 2023 ; Conference date: 06-09-2023 Through 08-09-2023.
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Shape
learning
Machine
computing,
topic_federatedlearn
Runtime,
vision,
algorithms,
architecture,
Embedded
Computer
Scalability,
FIS_scadsShapelearningMachinecomputing,topic_federatedlearnRuntime,vision,algorithms,architecture,EmbeddedComputerScalability,
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1Robust path following on rivers using bootstrapped reinforcement learning
N. Paulig, and O. Okhrin. Ocean engineering, (Apr 15, 2024)Publisher Copyright: © 2024 The Authors.
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Path
waterways
Autonomous
Restricted
learning,
surface
vessel,
reinforcement
Deep
topic_engineering
following,
FIS_scadsPathwaterwaysAutonomousRestrictedlearning,surfacevessel,reinforcementDeeptopic_engineeringfollowing,
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1Reinvestigating the R2 Indicator: Achieving Pareto Compliance by Integration
L. Schäpermeier, and P. Kerschke. Parallel Problem Solving from Nature – PPSN XVIII, page 202--216. Springer, Berlin u. a., (Sep 7, 2024)Publisher Copyright: © The Author(s), under exclusive license to Springer Nature Switzerland AG 2024..
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Performance
functions
optimization,
Multi-objective
Pareto
indicator,
Utility
Benchmarking,
compliance,
assessment,
topic_engineering
R2
FIS_scadsPerformancefunctionsoptimization,Multi-objectiveParetoindicator,UtilityBenchmarking,compliance,assessment,topic_engineeringR2
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2Pruning and Early-Exit Co-Optimization for CNN Acceleration on FPGAs
G. Korol, {. Jordan, {. Rutzig, J. Castrillon, and {. Beck. 2023 Design, Automation and Test in Europe Conference and Exhibition, DATE 2023 - Proceedings, United States of America, Institute of Electrical and Electronics Engineers Inc., (2023)Publisher Copyright: © 2023 EDAA.; 2023 Design, Automation and Test in Europe Conference and Exhibition, DATE 2023 ; Conference date: 17-04-2023 Through 19-04-2023.
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topic_software
FPGA
Inference,
Adaptive
CNN,
Edge
Computing,
FIS_scadstopic_softwareFPGAInference,AdaptiveCNN,EdgeComputing,
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1Preface to the Special Issue “Copula modeling from Abe Sklar to the present day”
C. Genest, O. Okhrin, and T. Bodnar. Journal of Multivariate Analysis, (May 2024)
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topic_engineering
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1Point Cloud Alignment through Mid-Air Gestures on a Stereoscopic Display
K. Krug, M. Satkowski, R. Docea, T. Ku, and R. Dachselt. CHI 2023 - Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, page 230:1--230:7. United States of America, Association for Computing Machinery (ACM), New York, (Apr 19, 2023)Publisher Copyright: © 2023 Owner/Author..
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image
registration,
mid-air
point
cloud
stereoscopic
systems
display,
navigation
interaction,
guidance
alignment,
topic_visualcomputing
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1Plant growth stages and weather index insurance design
J. Zou, M. Odening, and O. Okhrin. Annals of actuarial science, 17 (3): 438--458 (Nov 3, 2023)Publisher Copyright: © The Author(s), 2023. Published by Cambridge University Press on behalf of Institute and Faculty of Actuaries..
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insurance
additive
model,
index
nonlinear
PS-ANOVA,
stages,
indemnity,
plant
Weather
growth
generalized
topic_engineering
FIS_scadsinsuranceadditivemodel,indexnonlinearPS-ANOVA,stages,indemnity,plantWeathergrowthgeneralizedtopic_engineering
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1Performance Estimation and Prototyping of Reconfigurable Near-Memory Computing Systems
V. Iskandar, {. El Ghany, and D. Goehringer. Proceedings - 2023 33rd International Conference on Field-Programmable Logic and Applications, FPL 2023, page 357--358. United States of America, Institute of Electrical and Electronics Engineers Inc., (Nov 2, 2023)Publisher Copyright: © 2023 IEEE.; 33rd International Conference on Field-Programmable Logic and Applications, FPL 2023 ; Conference date: 04-09-2023 Through 08-09-2023.
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topic_federatedlearn
memory
High
Near
bandwidth
Architectures,
Prediction
Parallel
Computing,
memories,
FIS_scadstopic_federatedlearnmemoryHighNearbandwidthArchitectures,PredictionParallelComputing,memories,
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publications (hide)199
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1Stability selection enables robust learning of differential equations from limited noisy data

1Spontaneous flow instabilities of active polar fluids in three dimensions

1Spatial–temporal recurrent reinforcement learning for autonomous ships

1Spatiality and Semantics - Towards Understanding Content Placement in Mixed Reality

1Single Train Multi Deploy on Topology Search Spaces using Kshot-Hypernet

1SetQuence & SetOmic: Deep set transformers for whole genome and exome tumour analysis

1SetQuence & SetOmic: Deep Set Transformer-based Representations of Cancer Multi-Omics

1Seminarkonzept zur fachlichen und fachdidaktischen Qualifizierung von Informatiklehramtsstudierenden zum Maschinellen Lernen

1Self-Determination, Empowerment and Self-Efficacy

1Secure and Effective AI-based Learning Systems: Integrating Federated Learning and Large Language Models for Privacy-Preservation in Education

1Secondary school students' mental models and attitudes regarding artificial intelligence - A scoping review

1Scalable Event-by-event Processing of Neuromorphic Sensory Signals With Deep State-Space Models

1RTASS: a RunTime Adaptable and Scalable System for Network-on-Chip-Based Architectures

1Robust path following on rivers using bootstrapped reinforcement learning

1Reinvestigating the R2 Indicator: Achieving Pareto Compliance by Integration

2Pruning and Early-Exit Co-Optimization for CNN Acceleration on FPGAs

1Preface to the Special Issue “Copula modeling from Abe Sklar to the present day”

1Point Cloud Alignment through Mid-Air Gestures on a Stereoscopic Display

1Plant growth stages and weather index insurance design

1Performance Estimation and Prototyping of Reconfigurable Near-Memory Computing Systems

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