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Bernhard Sick

Identifiers

  • name variant Bernhard Sick 0.60 · backfill

Papers (30)

  1. Towards Continuous Power Forecasting: Practical Continual Learning for Real-World Energy Systems in Nonstationary Time Series cs.LG · 2026 · author #3
  2. ALINC: Active Learning for Inductive Node Classification via Graph Sampling cs.LG · 2026 · author #4
  3. Unmute the Patch Tokens: Rethinking Probing in Multi-Label Audio Classification cs.SD · 2025 · author #6
  4. Attosecond soft X-ray pulses generated by chirp-dispersed manipulation in an XFEL reveal nonlinear core-electron dynamics in neon physics.optics · 2024 · author #52
  5. Annot-Mix: Learning with Noisy Class Labels from Multiple Annotators via a Mixup Extension cs.LG · 2024 · author #4
  6. Generative Adversarial Networks for Operational Scenario Planning of Renewable Energy Farms: A Study on Wind and Photovoltaic cs.LG · 2019 · author #3
  7. Influences in Forecast Errors for Wind and Photovoltaic Power: A Study on Machine Learning Models stat.AP · 2019 · author #3
  8. Automated Ground Truth Estimation For Automotive Radar Tracking Applications With Portable GNSS And IMU Devices eess.SP · 2019 · author #7
  9. Radar-based Feature Design and Multiclass Classification for Road User Recognition cs.LG · 2019 · author #4
  10. Automated Ground Truth Estimation of Vulnerable Road Users in Automotive Radar Data Using GNSS eess.SP · 2019 · author #4
  11. Collaborative Interactive Learning -- A clarification of terms and a differentiation from other research fields cs.LG · 2019 · author #8
  12. Limitations of Assessing Active Learning Performance at Runtime cs.LG · 2019 · author #4
  13. Detecting Intentions of Vulnerable Road Users Based on Collective Intelligence cs.AI · 2018 · author #4
  14. Starting Movement Detection of Cyclists Using Smart Devices cs.CV · 2018 · author #4
  15. Coopetitive Soft Gating Ensemble cs.LG · 2018 · author #5
  16. A Multi-Scheme Ensemble Using Coopetitive Soft-Gating With Application to Power Forecasting for Renewable Energy Generation stat.AP · 2018 · author #2
  17. Intentions of Vulnerable Road Users - Detection and Forecasting by Means of Machine Learning cs.CV · 2018 · author #5
  18. Cooperative Starting Movement Detection of Cyclists Using Convolutional Neural Networks and a Boosted Stacking Ensemble cs.CV · 2018 · author #4
  19. Highly Automated Learning for Improved Active Safety of Vulnerable Road Users cs.AI · 2018 · author #7
  20. Early Start Intention Detection of Cyclists Using Motion History Images and a Deep Residual Network cs.CV · 2018 · author #3
  21. Cooperative Tracking of Cyclists Based on Smart Devices and Infrastructure cs.CY · 2018 · author #4
  22. Self-Adaptation of Activity Recognition Systems to New Sensors cs.CV · 2017 · author #5
  23. Organic Computing in the Spotlight cs.MA · 2017 · author #2
  24. Semi-Supervised Active Learning for Support Vector Machines: A Novel Approach that Exploits Structure Information in Data stat.ML · 2016 · author #3
  25. Variational Bayesian Inference for Hidden Markov Models With Multivariate Gaussian Output Distributions cs.LG · 2016 · author #2
  26. Towards Automation of Knowledge Understanding: An Approach for Probabilistic Generative Classifiers cs.LG · 2016 · author #4
  27. Detecting Novel Processes with CANDIES -- An Holistic Novelty Detection Technique based on Probabilistic Models cs.LG · 2016 · author #2
  28. A New Vision of Collaborative Active Learning cs.LG · 2015 · author #3
  29. The Responsibility Weighted Mahalanobis Kernel for Semi-Supervised Training of Support Vector Machines for Classification cs.LG · 2015 · author #2
  30. Lower Bound Bayesian Networks - An Efficient Inference of Lower Bounds on Probability Distributions in Bayesian Networks cs.AI · 2012 · author #2

Mentions

  • 2606.24955 #3 · arxiv_oai · confidence 0.70 Bernhard Sick
  • 2606.04647 #4 · arxiv_oai · confidence 0.70 Bernhard Sick
  • 1504.00284 #3 · backfill · confidence 0.70 Bernhard Sick
  • 2405.03386 #4 · arxiv_oai · confidence 0.70 Bernhard Sick
  • 1502.04033 #2 · backfill · confidence 0.70 Bernhard Sick
  • 2509.24901 #6 · arxiv_oai · confidence 0.70 Bernhard Sick
  • 2408.03858 #52 · arxiv_oai · confidence 0.70 Bernhard Sick
  • 1205.2665 #2 · backfill · confidence 0.70 Bernhard Sick

Frequent Coauthors