Peter Wittek

Publication Activity (10 Years)

Years Active: 2009-2022
Publications (10 Years): 28

Top Topics

Lexical Semantics

Boltzmann Machines

Top Venues

Quantum Mach. Intell.

Publications

Patrick Huembeli, Juan Miguel Arrazola, Nathan Killoran, Masoud Mohseni, Peter Wittek
The physics of energy-based models. Quantum Mach. Intell. 4 (1) (2022)
Aidan Kehoe, Peter Wittek, Yanbo Xue, Alejandro Pozas-Kerstjens
. Mach. Learn. Sci. Technol. 2 (4) (2021)
Aidan Kehoe, Peter Wittek, Yanbo Xue, Alejandro Pozas-Kerstjens
Defence against adversarial attacks using classical and quantum-enhanced Boltzmann machines. CoRR (2020)
Katya Kudashkina, Peter Wittek, Jamie Kiros, Graham W. Taylor
Modular Length Control for Sentence Generation. ESANN (2020)
Zhikuan Zhao, Alejandro Pozas-Kerstjens, Patrick Rebentrost, Peter Wittek
Bayesian deep learning on a quantum computer. Quantum Mach. Intell. 1 (1-2) (2019)
Lasse Bjørn Kristensen, Matthias Degroote, Peter Wittek, Alán Aspuru-Guzik, Nikolaj Thomas Zinner
An Artificial Spiking Quantum Neuron. CoRR (2019)
Zhikuan Zhao, Alejandro Pozas-Kerstjens, Patrick Rebentrost, Peter Wittek
Bayesian Deep Learning on a Quantum Computer. CoRR (2018)
Peter D. Bruza, Peter Wittek
Probabilistic Programs for Investigating Contextuality in Human Information Processing. QI (2018)
Mark Fingerhuth, Tomás Babej, Peter Wittek
Open source software in quantum computing. CoRR (2018)
Florian J. Curchod, Markus Johansson, Remigiusz Augusiak, Matty J. Hoban, Peter Wittek, Antonio Acín
A Single Entangled System Is an Unbounded Source of Nonlocal Correlations and of Certified Random Numbers. TQC (2017)
Peter Wittek, Sándor Darányi, Gustaf Nelhans
Ruling out static latent homophily in citation networks. Scientometrics 110 (2) (2017)
Ik Soo Lim, Peter Wittek
Anchored Network Users: Stochastic Evolutionary Dynamics of Cognitive Radio Network Selection. CoRR (2017)
Patrick Huembeli, Alexandre Dauphin, Peter Wittek
Adversarial Domain Adaptation for Identifying Phase Transitions. CoRR (2017)
Pantita Palittapongarnpim, Peter Wittek, Barry C. Sanders
Robustness of learning-assisted adaptive quantum-enhanced metrology in the presence of noise. SMC (2017)
Jacob D. Biamonte, Peter Wittek, Nicola Pancotti, Patrick Rebentrost, Nathan Wiebe, Seth Lloyd
Quantum machine learning. Nat. 549 (7671) (2017)
Pantita Palittapongarnpim, Peter Wittek, Ehsan Zahedinejad, Shakib Vedaie, Barry C. Sanders
Learning in quantum control: High-dimensional global optimization for noisy quantum dynamics. Neurocomputing 268 (2017)
Peter Wittek, Ying-Hsang Liu, Sándor Darányi, Tom Gedeon, Ik Soo Lim
Risk and Ambiguity in Information Seeking: Eye Gaze Patterns Reveal Contextual Behaviour in Dealing with Uncertainty. CoRR (2016)
Peter Wittek
Making Learning Physical - Machine Intelligence and Quantum Resources. ERCIM News 2016 (107) (2016)
Albert Meroño-Peñuela, Peter Wittek, Sándor Darányi
Visualizing the Drift of Linked Open Data Using Self-Organizing Maps. Drift-a-LOD@EKAW (2016)
Peter Wittek, Christian Gogolin
Quantum Enhanced Inference in Markov Logic Networks. CoRR (2016)
Alex Monras, Gael Sentís, Peter Wittek
Inductive quantum learning: Why you are doing it almost right. CoRR (2016)
Sándor Darányi, Peter Wittek, Konstantinos Konstantinidis, Symeon Papadopoulos, Efstratios Kontopoulos
A Physical Metaphor to Study Semantic Drift. CoRR (2016)
Efstratios Kontopoulos, Theodoros Moysiadis, Maria Tsagiopoulou, Sándor Darányi, Peter Wittek, Nikos Papakonstantinou, Stavroula Ntoufa, Georgios Meditskos, Yiannis Kompatsiaris, Kostas Stamatopoulos
Studying the Cohesion Evolution of Genes Related to Chronic Lymphocytic Leukemia Using Semantic Similarity in Gene Ontology and Self-Organizing Maps. SWAT4LS (2016)
Sándor Darányi, Peter Wittek, Konstantinos Konstantinidis, Symeon Papadopoulos, Efstratios Kontopoulos
A Physical Metaphor to Study Semantic Drift. SEMANTiCS (Posters, Demos, SuCCESS) (2016)
Shi Chao Gao, Peter Wittek, Li Zhao, Wen Jun Jiang
Data-driven estimation of blood pressure using photoplethysmographic signals. EMBC (2016)
Pantita Palittapongarnpim, Peter Wittek, Ehsan Zahedinejad, Barry C. Sanders
Learning in Quantum Control: High-Dimensional Global Optimization for Noisy Quantum Dynamics. CoRR (2016)
Peter Wittek, Sándor Darányi, Gustaf Nelhans
Ruling Out Static Latent Homophily in Citation Networks. CoRR (2016)
Pantita Palittapongarnpim, Peter Wittek, Barry C. Sanders
Controlling adaptive quantum-phase estimation with scalable reinforcement learning. ESANN (2016)
Peter Wittek, Sándor Darányi, Efstratios Kontopoulos, Theodoros Moysiadis, Ioannis Kompatsiaris
Monitoring term drift based on semantic consistency in an evolving vector field. IJCNN (2015)
Sándor Darányi, Peter Wittek
Conceptual Machinery of the Mythopoetic Mind: Attis, A Case Study. QI (2015)
Peter Wittek, Luca Calderaro
Extended computational kernels in a massively parallel implementation of the Trotter-Suzuki approximation. Comput. Phys. Commun. 197 (2015)
Peter Wittek, Sándor Darányi, Efstratios Kontopoulos, Theodoros Moysiadis, Ioannis Kompatsiaris
Monitoring Term Drift Based on Semantic Consistency in an Evolving Vector Field. CoRR (2015)
Peter Wittek
Algorithm 950: Ncpol2sdpa - Sparse Semidefinite Programming Relaxations for Polynomial Optimization Problems of Noncommuting Variables. ACM Trans. Math. Softw. 41 (3) (2015)
Safa A. Najim, Ik Soo Lim, Peter Wittek, Mark W. Jones
FSPE: Visualization of Hyperspectral Imagery Using Faithful Stochastic Proximity Embedding. IEEE Geosci. Remote. Sens. Lett. 12 (1) (2015)
Wen Jun Jiang, Peter Wittek, Li Zhao, Shi Chao Gao
Adaptive thresholding with inverted triangular area for real-time detection of the heart rate from photoplethysmogram traces on a smartphone. EMBC (2014)
Peter Wittek, Sándor Darányi, Ying-Hsang Liu
A Vector Field Approach to Lexical Semantics. QI (2014)
Wen Jun Jiang, Shi Chao Gao, Peter Wittek, Li Zhao
Real-time quantifying heart beat rate from facial video recording on a smart phone using Kalman filters. Healthcom (2014)
Peter Wittek
Ncpol2sdpa - Sparse Semidefinite Programming Relaxations for Polynomial Optimization Problems of Noncommuting Variables. CoRR (2013)
Peter Wittek
Somoclu: An Efficient Distributed Library for Self-Organizing Maps CoRR (2013)
Peter Wittek
Two-way incremental seriation in the temporal domain with three-dimensional visualization: Making sense of evolving high-dimensional datasets. Comput. Stat. Data Anal. 66 (2013)
Sándor Darányi, Peter Wittek, Kirsty Kitto
The Sphynx's New Riddle: How to Relate the Canonical Formula of Myth to Quantum Interaction. QI (2013)
Peter Wittek, Sándor Darányi
Accelerating text mining workloads in a MapReduce-based distributed GPU environment. J. Parallel Distributed Comput. 73 (2) (2013)
Sándor Darányi, Peter Wittek
Demonstrating conceptual dynamics in an evolving text collection. J. Assoc. Inf. Sci. Technol. 64 (12) (2013)
Peter Wittek, Bevan Koopman, Guido Zuccon, Sándor Darányi
Combining Word Semantics within Complex Hilbert Space for Information Retrieval. QI (2013)
Peter Wittek
High-performance dynamic quantum clustering on graphics processors. J. Comput. Phys. 233 (2013)
Peter Wittek, Fernando M. Cucchietti
A second-order distributed Trotter-Suzuki solver with a hybrid CPU-GPU kernel. Comput. Phys. Commun. 184 (4) (2013)
Peter Wittek, Ik Soo Lim, Xavier Rubio-Campillo
Quantum Probabilistic Description of Dealing with Risk and Ambiguity in Foraging Decisions. QI (2013)
Sándor Darányi, Peter Wittek
Connecting the Dots: Mass, Energy, Word Meaning, and Particle-Wave Duality. QI (2012)
Peter Wittek, Fernando M. Cucchietti
A Second-Order Distributed Trotter-Suzuki Solver with a Hybrid Kernel CoRR (2012)
Sándor Darányi, Peter Wittek, Milena Dobreva
Using wavelet analysis for text categorization in digital libraries: a first experiment with Strathprints. Int. J. Digit. Libr. 12 (1) (2012)
Peter Wittek, Sándor Darányi
Digital Preservation in Grids and Clouds: A Middleware Approach. J. Grid Comput. 10 (1) (2012)
Peter Wittek, Xavier Rubio-Campillo
Military reconstructive simulation in the cloud to aid battlefield excavations. CloudCom (2012)
Peter Wittek, Sándor Darányi
A GPU-accelerated algorithm for self-organizing maps in a distributed environment. ESANN (2012)
Peter Wittek, Xavier Rubio-Campillo
Scalable agent-based modelling with cloud HPC resources for social simulations. CloudCom (2012)
Peter Wittek, Sándor Darányi
Introducing Scalable Quantum Approaches in Language Representation. QI (2011)
Peter Wittek, Sándor Darányi
Spectral Composition of Semantic Spaces. QI (2011)
Peter Wittek, Chew Lim Tan
Compactly Supported Basis Functions as Support Vector Kernels for Classification. IEEE Trans. Pattern Anal. Mach. Intell. 33 (10) (2011)
Peter Wittek, Sándor Darányi
Leveraging on High-Performance Computing and Cloud Technologies in Digital Libraries: A Case Study. CloudCom (2011)
Peter Wittek, Thierry Jacquin, Hervé Déjean, Jean-Pierre Chanod, Sándor Darányi
XML Processing in the Cloud: Large-Scale Digital Preservation in Small Institutions. IPDPS Workshops (2011)
Peter Wittek, Sándor Darányi, Milena Dobreva
Matching Evolving Hilbert Spaces and Language for Semantic Access to Digital Libraries. ICADL (2010)
Peter Wittek, Sándor Darányi, Chew Lim Tan
Improving Text Classification by a Sense Spectrum Approach to Term Expansion. CoNLL (2009)
Peter Wittek, Sándor Darányi, Chew Lim Tan
An Ordering of Terms Based on Semantic Relatedness. IWCS (2009)
Peter Wittek, Chew Lim Tan
A kernel-based feature weighting for text classification. IJCNN (2009)