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Nico Piatkowski

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

30

Venues

19

Active years

2008–2025

Best venue rank

A*

Where they publish

Papers

30 indexed papers, newest first.

YearVenueTitleAuthors
2025DSAAMulti-Objective Quantum Power System Redispatch.Loong Kuan Lee, Thore Gerlach, Johannes Knaute, Florian Gerhardt, Patrick Vlker, Tomislav Maras, Alexander Dotterweich, Nico Piatkowski
2025ICMLHybrid Quantum-Classical Multi-Agent Pathfinding.Thore Gerlach, Loong Kuan Lee, Frdric Barbaresco, Nico Piatkowski
2025QCEDynamic Range Reduction via Branch-and-Bound.Thore Gerlach, Nico Piatkowski
2025QCEStandardization of Multi-Objective QUBOs.Loong Kuan Lee, Thore Gerlach, Nico Piatkowski
2025QCEQuantum Adiabatic Generation of Human-Like Passwords.Sascha Mcke, Raoul Heese, Thore Gerlach, David Biesner, Loong Kuan Lee, Nico Piatkowski
2024FPGAFPGA-Placement via Quantum Annealing.Thore Gerlach, Stefan Knipp, David Biesner, Stelios Emmanouilidis, Klaus Hauber, Nico Piatkowski
2024QCEQuantum Optimization for FPGA-Placement.Thore Gerlach, Stefan Knipp, David Biesner, Stelios Emmanouilidis, Klaus Hauber, Nico Piatkowski
2023AAAIComputing Divergences between Discrete Decomposable Models.Loong Kuan Lee, Nico Piatkowski, Franois Petitjean, Geoffrey I. Webb
2023ICDMComputing Marginal and Conditional Divergences between Decomposable Models with Applications.Loong Kuan Lee, Geoffrey I. Webb, Daniel F. Schmidt, Nico Piatkowski
2023IDAShapley Values with Uncertain Value Functions.Raoul Heese, Sascha Mcke, Matthias Jakobs, Thore Gerlach, Nico Piatkowski
2022CECQuantum Circuit Evolution on NISQ Devices.Lukas Franken, Bogdan Georgiev, Sascha Mcke, Moritz Wolter, Raoul Heese, Christian Bauckhage, Nico Piatkowski
2022CECQuantum- Inspired Structure- Preserving Probabilistic Inference.Sascha Mcke, Nico Piatkowski
2022FUSIONTowards Bundle Adjustment for Satellite Imaging via Quantum Machine Learning.Nico Piatkowski, Thore Gerlach, Romain Hugues, Rafet Sifa, Christian Bauckhage, Frdric Barbaresco
2022WIWhat can we expect from Quantum (Digital) Twins?Malik Amir, Christian Bauckhage, Alina M. Chircu, Christian Czarnecki, Christian Knopf, Nico Piatkowski, Eldar Sultanow
2021RTSSEfficiently Approximating the Worst-Case Deadline Failure Probability Under EDF.Georg von der Brggen, Nico Piatkowski, Kuan-Hsun Chen, Jian-Jia Chen, Katharina Morik, Bjrn B. Brandenburg
2020DSAANo Cloud on the Horizon: Probabilistic Gap Filling in Satellite Image Series.Raphael Fischer, Nico Piatkowski, Charlotte Pelletier, Geoffrey I. Webb, Franois Petitjean, Katharina Morik
2020ICPRStreet-Map Based Validation of Semantic Segmentation in Autonomous Driving.Laura von Rden, Tim Wirtz, Fabian Hger, Jan David Schneider, Nico Piatkowski, Christian Bauckhage
2019GIA Data Science Perspective on Deconvolution.Mirko Bunse, Nico Piatkowski, Tim Ruhe, Katharina Morik, Wolfgang Rhode
2019ICPRAMLearning Ensembles in the Presence of Imbalanced Classes.Amal Saadallah, Nico Piatkowski, Felix Finkeldey, Petra Wiederkehr, Katharina Morik
2018DSAAUnification of Deconvolution Algorithms for Cherenkov Astronomy.Mirko Bunse, Nico Piatkowski, Katharina Morik, Tim Ruhe, Wolfgang Rhode
2018ECRTSEfficiently Approximating the Probability of Deadline Misses in Real-Time Systems.Georg von der Brggen, Nico Piatkowski, Kuan-Hsun Chen, Jian-Jia Chen, Katharina Morik
2018VTCMachine Learning Based Uplink Transmission Power Prediction for LTE and Upcoming 5G Networks Using Passive Downlink Indicators.Robert Falkenberg, Benjamin Sliwa, Nico Piatkowski, Christian Wietfeld
2018UAIFast Stochastic Quadrature for Approximate Maximum-Likelihood Estimation.Nico Piatkowski, Katharina Morik
2018SDMThe Trustworthy Pal: Controlling the False Discovery Rate in Boolean Matrix Factorization.Sibylle Hess, Nico Piatkowski, Katharina Morik
2016ICMLStochastic Discrete Clenshaw-Curtis Quadrature.Nico Piatkowski, Katharina Morik
2014EDBTHeterogeneous Stream Processing and Crowdsourcing for Urban Traffic Management.Alexander Artikis, Matthias Weidlich, Franois Schnitzler, Ioannis Boutsis, Thomas Liebig, Nico Piatkowski, Christian Bockermann, Katharina Morik, Vana Kalogeraki, Jakub Marecek, Avigdor Gal, Shie Mannor, Dimitrios Gunopulos, Dermot Kinane
2014EDBTPredictive Trip Planning - Smart Routing in Smart Cities.Thomas Liebig, Nico Piatkowski, Christian Bockermann, Katharina Morik
2014ICPRAMThe Integer Approximation of Undirected Graphical Models.Nico Piatkowski, Sangkyun Lee, Katharina Morik
2010ICDMEnhancing Ubiquitous Systems through System Call Mining.Katharina Morik, Felix Jungermann, Nico Piatkowski, Michael Engel
2008CECTo model or not to model: Controlling Pac-Man ghosts without incorporating global knowledge.Nicola Beume, Tobias Hein, Boris Naujoks, Georg Neugebauer, Nico Piatkowski, Mike Preuss, Raphael Str, Andreas Thom