Publikationen

Harsh Poonia; Felix Divo; Kristian Kersting; Devendra Singh Dhami

Exploring Neural Granger Causality with xLSTMs: Unveiling Temporal Dependencies in Complex Data

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2502.09981, Pages 1-24, Computing Research Repository, 2025.

Can Cömer; Jannis Blüml; Cedric Derstroff; Kristian Kersting

Polynomial Regret Concentration of UCB for Non-Deterministic State Transitions

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2502.06900, Pages 1-10, Computing Research Repository, 2025.

Martin Mundt; Anaelia Ovalle; Felix Friedrich; Pranav Agrawal; Subarnaduti Paul; Manuel Brack; Kristian Kersting; William Agnew

The Cake that is Intelligence and Who Gets to Bake it: An AI Analogy and its Implications for Participation

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2502.03038, Pages 1-21, Computing Research Repository, 2025.

Simon Kohaut; Benedict Flade; Daniel Ochs; Devendra Singh Dhami; Julian Eggert; Kristian Kersting

Probabilistic Mission Design in Neuro-Symbolic Systems

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2501.01439, Pages 1-10, Computing Research Repository, 2025.

Jonas Seng; Florian Peter Busch; Pooja Prasad; Devendra Singh Dhami; Martin Mundt; Kristian Kersting

Scaling Probabilistic Circuits via Data Partitioning

In: Silvia Chiappa; Sara Magliacane (Hrsg.). Conference on Uncertainty in Artificial Intelligence, Rio Othon Palace, Rio de Janeiro, Brazil, 21-25 July 2025. International Conference on Uncertainty in AI (UAI), Pages 3701-3717, Proceedings of Machine Learning Research, Vol. 286, PMLR, 2025.

Moritz Willig; Tim Nelson Tobiasch; Florian Peter Busch; Jonas Seng; Devendra Singh Dhami; Kristian Kersting

Systems with Switching Causal Relations: A Meta-Causal Perspective

In: The Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28, 2025. International Conference on Learning Representations (ICLR), OpenReview.net, 2025.

Francisco Mena; Deepak Kumar Pathak; Hiba Najjar; Cristhian Sanchez; Patrick Helber; Benjamin Bischke; Peter Habelitz; Miro Miranda Lorenz; Jayanth Siddamsetty; Marlon Nuske; Marcela Charfuelan Oliva; Diego Arenas; Michaela Vollmer; Andreas Dengel

Adaptive Fusion of Multi-Modal Remote Sensing data for Optimal Sub-field Crop Yield Prediction

In: Remote Sensing of Environment (RSE), Vol. 318, Pages 0-20, Elsevier, 3/2025.

Kamalika Datta; Lennart Weingarten; Julen Larrucea; Abhoy Kole; Rolf Drechsler

An Overview of Electronic Structure Problem using Quantum Computing in the NISQ Era

In: Proceedings of the 6th International Conference on Frontiers in Computing and Systems (COMSYS). International Conference on Frontiers in Computing and Systems (COMSYS-2025), September 25-27, Warschau, Poland, 2025.

Fatemeh Shirinzadeh; Abhoy Kole; Kamalika Datta; Saeideh Shirinzadeh; Rolf Drechsler

Fault-Tolerant Character Recognition in Neuromorphic Systems Using RRAM Crossbar Arrays

In: IEEE Nordic Circuits and Systems Conference (NorCAS). IEEE Nordic Circuits and Systems Conference (NorCAS-2025), October 21-23, Riga, Lithuania, IEEE, 2025.

Saeideh Nabipour; Fatemeh Shirinzadeh; Abhoy Kole; Saeideh Shirinzadeh; Rolf Drechsler

Performance Evaluation of MAGIC-ReRAM Arithmetic Circuits for Low-Latency In-Memory Computing

In: IEEE Nordic Circuits and Systems Conference. IEEE Nordic Circuits and Systems Conference (NorCAS-2025), October 28-29, Riga, Lithuania, IEEE, 2025.