Bernhard Klein

40 papers C 5Journal 17Unranked 18
YearRankTypeTitle / Venue / Authors
2026 — conf
SLURM-Managed HyperParameter Optimization.
PARMA-DITAM
Anusha Chattopadhyay, Hendrik Borras, Bernhard Klein, Holger Fröning
2025 J jnl
Accelerated Execution of Bayesian Neural Networks using a Single Probabilistic Forward Pass and Code Generation.
CoRR
Bernhard Klein, Falk Selker, Hendrik Borras, Sophie Steger, Franz Pernkopf, Holger Fröning
2025 J jnl
On Hardening DNNs against Noisy Computations.
CoRR
Xiao Wang, Hendrik Borras, Bernhard Klein, Holger Fröning
2025 J jnl
Probabilistic photonic computing for AI.
Nat. Comput. Sci.
Frank Brückerhoff-Plückelmann, Anna P. Ovvyan, Akhil Varri, Hendrik Borras, Bernhard Klein, Lennart Meyer, C. David Wright, Harish Bhaskaran, Syed Ghazi Sarwat, Abu Sebastian, Holger Fröning, Wolfram H. P. Pernice
2025 J jnl
Resource-Efficient and Robust Inference of Deep and Bayesian Neural Networks on Embedded and Analog Computing Platforms.
CoRR
Bernhard Klein
2025 J jnl
Uncertainty Reasoning with Photonic Bayesian Machines.
CoRR
Frank Brückerhoff-Plückelmann, Hendrik Borras, S. U. Hulyal, Lennart Meyer, X. Ji, J. Hu, J. Sun, Bernhard Klein, F. Ebert, Jelle Dijkstra, L. McRae, P. Schmidt, Tobias Kippenberg, Holger Fröning, Wolfram H. P. Pernice
2025 J jnl
Uncertainty-Preserving QBNNs: Multi-Level Quantization of SVI-Based Bayesian Neural Networks for Image Classification.
CoRR
Hendrik Borras, Yong Wu, Bernhard Klein, Holger Fröning
2025 — conf
Variance-Aware Noisy Training: Hardening DNNs Against Unstable Analog Computations.
ECML/PKDD (7)
Xiao Wang, Hendrik Borras, Bernhard Klein, Holger Fröning
2025 J jnl
Variance-Aware Noisy Training: Hardening DNNs against Unstable Analog Computations.
CoRR
Xiao Wang, Hendrik Borras, Bernhard Klein, Holger Fröning
2024 J jnl
Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles.
CoRR
Sophie Steger, Christian Knoll, Bernhard Klein, Holger Fröning, Franz Pernkopf
2024 J jnl
Resource-Efficient Neural Networks for Embedded Systems.
J. Mach. Learn. Res.
Wolfgang Roth, Günther Schindler, Bernhard Klein, Robert Peharz, Sebastian Tschiatschek, Holger Fröning, Franz Pernkopf, Zoubin Ghahramani
2024 — conf
Walking Noise: On Layer-Specific Robustness of Neural Architectures Against Noisy Computations and Associated Characteristic Learning Dynamics.
ECML/PKDD (4)
Hendrik Borras, Bernhard Klein, Holger Fröning
2023 J jnl
On the Non-Associativity of Analog Computations.
CoRR
Lisa Kuhn, Bernhard Klein, Holger Fröning
2023 — conf
On the Non-associativity of Analog Computations.
PKDD/ECML Workshops (5)
Lisa Kuhn, Bernhard Klein, Holger Fröning
2022 J jnl
Towards Hardware-Specific Automatic Compression of Neural Networks.
CoRR
Torben Krieger, Bernhard Klein, Holger Fröning
2022 J jnl
Walking Noise: Understanding Implications of Noisy Computations on Classification Tasks.
CoRR
Hendrik Borras, Bernhard Klein, Holger Fröning
2021 — conf
Towards Addressing Noise and Static Variations of Analog Computations Using Efficient Retraining.
PKDD/ECML Workshops (1)
Bernhard Klein, Lisa Kuhn, Johannes Weis, Arne Emmel, Yannik Stradmann, Johannes Schemmel, Holger Fröning
2021 J jnl
Understanding Cache Boundness of ML Operators on ARM Processors.
CoRR
Bernhard Klein, Christoph Gratl, Manfred Mücke, Holger Fröning
2017 J jnl
Managing Urban Resilience - Stream Processing Platform for Responsive Cities.
Inform. Spektrum
Bernhard Klein, Reinhard Koenig, Gerhard Schmitt
2017 — conf
Pathways towards Tb/s wireless.
ICUWB
Sandra Bender, Patrick Seiler, Bernhard Klein, Meik Dorpinghaus, Dirk Plettemeier, Gerhard P. Fettweis
2017 C conf
Urban Fusion: Visualizing Urban Data Fused with Social Feeds via a Game Engine.
IV
Ján Perhác, Wei Zeng, Shiho Asada, Stefan Müller Arisona, Simon Schubiger, Remo Burkhard, Bernhard Klein
2015 C conf
A Gesture Control Framework Targeting High-Resolution Video Wall Displays.
IV
Bernhard Klein
2015 — conf
CityHeat: visualizing cellular automata-based traffic heat in Unity3D.
SIGGRAPH Asia Visualization in High Performance Computing
Verina Cristie, Matthias Berger, Peter Bús, Ashwani Kumar, Bernhard Klein
2015 C conf
Dynamic Multi-view, Multi-format, Multi-user Visualizations: For Future Cities.
IV
Bernhard Klein, Remo Aslak Burkhard, Christine Meixner, Lukas Treyer
2015 — conf
Energy-Efficient Transceivers for Ultra-Highspeed Computer Board-to-Board Communication.
ICUWB
Michael Jenning, Bernhard Klein, Ronny Hahnel, Dirk Plettemeier, David Fritsche, Gregor Tretter, Corrado Carta, Frank Ellinger, Tobias Nardmann, Michael Schröter, Krzysztof Nieweglowski, Karlheinz Bock, Johannes Israel, Andreas Fischer, Najeeb ul Hassan, Lukas Landau, Meik Dorpinghaus, Gerhard P. Fettweis
2015 — conf
On-Chip Antenna Pattern Measurement Setup for 140 GHz to 220 GHz.
ICUWB
Bernhard Klein, Ronny Hahnel, Patrick Seiler, Michael Jenning, Dirk Plettemeier
2015 — conf
On-Chip Integrated Antennas for 200 GHz Applications.
ICUWB
Michael Jenning, Bernhard Klein, Ronny Hahnel, Dirk Plettemeier
2015 C conf
Value Lab Asia: A Space for Physical and Virtual Interdisciplinary Research and Collaboration.
IV
Afian Anwar, Bernhard Klein, Matthias Berger, Stefan Müller Arisona
2014 J jnl
User-Aware Location Management of Prosumed Micro-services.
Interact. Comput.
Bernhard Klein, Diego López-de-Ipiña, Christian Guggenmos, Jorge Perez-Velasco
2013 J jnl
Analysis of Log File Data to Understand Mobile Service Context and Usage Patterns.
Int. J. Interact. Multim. Artif. Intell.
Bernhard Klein, Ivan Pretel, Sacha Vanhecke, Ana Belen Lago, Diego López-de-Ipiña
2013 — conf
Emergency Event Detection in Twitter Streams Based on Natural Language Processing.
UCAmI
Bernhard Klein, Federico Castanedo, Iñigo Elejalde, Diego López-de-Ipiña, Alejandro Prada Nespral
2013 C conf
The Behaviour Assessment Model for the Analysis and Evaluation of Pervasive Services.
WorldCIST
Bernhard Klein, Ivan Pretel, Ulf-Dietrich Reips, Ana Belen Lago, Diego López-de-Ipiña
2013 — conf
Towards Ambient Assisted Cities and Citizens.
AINA Workshops
Diego López-de-Ipiña, Bernhard Klein, Sacha Vanhecke, Jorge Perez-Velasco
2012 J jnl
A socially aware caching mechanism for encounter networks.
Telecommun. Syst.
Bernhard Klein, Helmut Hlavacs
2012 — conf
Detection and Extracting of Emergency Knowledge from Twitter Streams.
UCAmI
Bernhard Klein, Xabier Laiseca, Diego Casado Mansilla, Diego López-de-Ipiña, Alejandro Prada Nespral
2011 — conf
An effort based social diffusion approach for mobile encounter networks.
CASoN
Bernhard Klein, Helmut Hlavacs
2011 — conf
Social Acceptance and Usage Experiences from a Mobile Location-Aware Service Environment.
MOBILIGHT
Bernhard Klein, Jorge Perez-Velasco, Christian Guggenmos, Olli Pihlajamaa, Immo Heino, Javier Del Ser
2006 — conf
A Ubiquitous Zoo Guide.
EuroIMSA
Helmut Hlavacs, Franziska Gelies, Daniel Blossey, Bernhard Klein
2005 — conf
A Ubiquitous and Interactive Zoo Guide System.
INTETAIN
Helmut Hlavacs, Franziska Gelies, Daniel Blossey, Bernhard Klein
2005 — conf
Scenarios for Mobile Community Support.
EuroNGI Workshop
Bernhard Klein, Helmut Hlavacs