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Journal Articles
- 2022
[j17]Patrick Huembeli
, Juan Miguel Arrazola, Nathan Killoran, Masoud Mohseni, Peter Wittek:
The physics of energy-based models. Quantum Mach. Intell. 4(1) (2022)- 2021
- [j16]Aidan Kehoe, Peter Wittek, Yanbo Xue, Alejandro Pozas-Kerstjens:
Defence against adversarial attacks using classical and quantum-enhanced Boltzmann machines †. Mach. Learn. Sci. Technol. 2(4): 45006 (2021) - 2019
- [j15]Zhikuan Zhao, Alejandro Pozas-Kerstjens, Patrick Rebentrost, Peter Wittek:
Bayesian deep learning on a quantum computer. Quantum Mach. Intell. 1(1-2): 41-51 (2019) - 2017
- [j14]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: 116-126 (2017) - [j13]Jacob D. Biamonte, Peter Wittek, Nicola Pancotti, Patrick Rebentrost, Nathan Wiebe, Seth Lloyd:
Quantum machine learning. Nat. 549(7671): 195-202 (2017) - [j12]Peter Wittek, Sándor Darányi, Gustaf Nelhans:
Ruling out static latent homophily in citation networks. Scientometrics 110(2): 765-777 (2017) - 2015
- [j11]Peter Wittek, Luca Calderaro:
Extended computational kernels in a massively parallel implementation of the Trotter-Suzuki approximation. Comput. Phys. Commun. 197: 339-340 (2015) - [j10]Safa Amir 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): 18-22 (2015) - [j9]Peter Wittek:
Algorithm 950: Ncpol2sdpa - Sparse Semidefinite Programming Relaxations for Polynomial Optimization Problems of Noncommuting Variables. ACM Trans. Math. Softw. 41(3): 21:1-21:12 (2015) - 2013
- [j8]Peter Wittek, Fernando M. Cucchietti:
A second-order distributed Trotter-Suzuki solver with a hybrid CPU-GPU kernel. Comput. Phys. Commun. 184(4): 1165-1171 (2013) - [j7]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: 193-201 (2013) - [j6]Sándor Darányi, Peter Wittek:
Demonstrating conceptual dynamics in an evolving text collection. J. Assoc. Inf. Sci. Technol. 64(12): 2564-2572 (2013) - [j5]Peter Wittek:
High-performance dynamic quantum clustering on graphics processors. J. Comput. Phys. 233: 262-271 (2013) - [j4]Peter Wittek, Sándor Darányi:
Accelerating text mining workloads in a MapReduce-based distributed GPU environment. J. Parallel Distributed Comput. 73(2): 198-206 (2013) - 2012
- [j3]Peter Wittek, Sándor Darányi:
Digital Preservation in Grids and Clouds: A Middleware Approach. J. Grid Comput. 10(1): 133-149 (2012) - [j2]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): 3-12 (2012) - 2011
- [j1]Peter Wittek, Chew Lim Tan:
Compactly Supported Basis Functions as Support Vector Kernels for Classification. IEEE Trans. Pattern Anal. Mach. Intell. 33(10): 2039-2050 (2011)
Conference and Workshop Papers
- 2020
- [c29]Katya Kudashkina, Peter Wittek, Jamie Kiros, Graham W. Taylor:
Modular Length Control for Sentence Generation. ESANN 2020: 607-612 - 2018
- [c28]Peter D. Bruza, Peter Wittek:
Probabilistic Programs for Investigating Contextuality in Human Information Processing. QI 2018: 51-62 - 2017
- [c27]Pantita Palittapongarnpim, Peter Wittek, Barry C. Sanders:
Robustness of learning-assisted adaptive quantum-enhanced metrology in the presence of noise. SMC 2017: 294-299 - [c26]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: 1:1-1:23 - 2016
- [c25]Albert Meroño-Peñuela, Peter Wittek, Sándor Darányi:
Visualizing the Drift of Linked Open Data Using Self-Organizing Maps. Drift-a-LOD@EKAW 2016: 42-49 - [c24]Shi Chao Gao, Peter Wittek, Li Zhao, Wen Jun Jiang:
Data-driven estimation of blood pressure using photoplethysmographic signals. EMBC 2016: 766-769 - [c23]Pantita Palittapongarnpim, Peter Wittek, Barry C. Sanders:
Controlling adaptive quantum-phase estimation with scalable reinforcement learning. ESANN 2016 - [c22]Sándor Darányi, Peter Wittek, Konstantinos Konstantinidis, Symeon Papadopoulos, Efstratios Kontopoulos:
A Physical Metaphor to Study Semantic Drift. SEMANTiCS (Posters, Demos, SuCCESS) 2016 - [c21]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 - 2015
- [c20]Peter Wittek, Sándor Darányi, Efstratios Kontopoulos, Theodoros Moysiadis, Ioannis Kompatsiaris:
Monitoring term drift based on semantic consistency in an evolving vector field. IJCNN 2015: 1-8 - [c19]Sándor Darányi, Peter Wittek:
Conceptual Machinery of the Mythopoetic Mind: Attis, A Case Study. QI 2015: 195-206 - 2014
- [c18]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: 3212-3215 - [c17]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: 393-396 - [c16]Peter Wittek, Sándor Darányi, Ying-Hsang Liu:
A Vector Field Approach to Lexical Semantics. QI 2014: 78-89 - 2013
- [c15]Sándor Darányi, Peter Wittek, Kirsty Kitto:
The Sphynx's New Riddle: How to Relate the Canonical Formula of Myth to Quantum Interaction. QI 2013: 47-58 - [c14]Peter Wittek, Bevan Koopman, Guido Zuccon, Sándor Darányi:
Combining Word Semantics within Complex Hilbert Space for Information Retrieval. QI 2013: 160-171 - [c13]Peter Wittek, Ik Soo Lim, Xavier Rubio-Campillo:
Quantum Probabilistic Description of Dealing with Risk and Ambiguity in Foraging Decisions. QI 2013: 296-307 - 2012
- [c12]Peter Wittek, Xavier Rubio-Campillo:
Scalable agent-based modelling with cloud HPC resources for social simulations. CloudCom 2012: 355-362 - [c11]Peter Wittek, Xavier Rubio-Campillo:
Military reconstructive simulation in the cloud to aid battlefield excavations. CloudCom 2012: 869-874 - [c10]Peter Wittek, Sándor Darányi:
A GPU-accelerated algorithm for self-organizing maps in a distributed environment. ESANN 2012 - [c9]Sándor Darányi, Peter Wittek:
Connecting the Dots: Mass, Energy, Word Meaning, and Particle-Wave Duality. QI 2012: 207-217 - 2011
- [c8]Peter Wittek, Sándor Darányi:
Leveraging on High-Performance Computing and Cloud Technologies in Digital Libraries: A Case Study. CloudCom 2011: 606-611 - [c7]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: 1072-1081 - [c6]Peter Wittek, Sándor Darányi:
Introducing Scalable Quantum Approaches in Language Representation. QI 2011: 2-12 - [c5]Peter Wittek, Sándor Darányi:
Spectral Composition of Semantic Spaces. QI 2011: 60-70 - 2010
- [c4]Peter Wittek, Sándor Darányi, Milena Dobreva:
Matching Evolving Hilbert Spaces and Language for Semantic Access to Digital Libraries. ICADL 2010: 262-263 - 2009
- [c3]Peter Wittek, Sándor Darányi, Chew Lim Tan:
Improving Text Classification by a Sense Spectrum Approach to Term Expansion. CoNLL 2009: 183-191 - [c2]Peter Wittek, Chew Lim Tan:
A kernel-based feature weighting for text classification. IJCNN 2009: 3373-3379 - [c1]Peter Wittek, Sándor Darányi, Chew Lim Tan:
An Ordering of Terms Based on Semantic Relatedness. IWCS 2009: 235-247
Informal and Other Publications
- 2020
- [i17]Aidan Kehoe, Peter Wittek, Yanbo Xue, Alejandro Pozas-Kerstjens:
Defence against adversarial attacks using classical and quantum-enhanced Boltzmann machines. CoRR abs/2012.11619 (2020) - 2019
- [i16]Lasse Bjørn Kristensen, Matthias Degroote, Peter Wittek, Alán Aspuru-Guzik, Nikolaj Thomas Zinner:
An Artificial Spiking Quantum Neuron. CoRR abs/1907.06269 (2019) - 2018
- [i15]Zhikuan Zhao, Alejandro Pozas-Kerstjens, Patrick Rebentrost, Peter Wittek:
Bayesian Deep Learning on a Quantum Computer. CoRR abs/1806.11463 (2018) - [i14]Mark Fingerhuth, Tomás Babej, Peter Wittek:
Open source software in quantum computing. CoRR abs/1812.09167 (2018) - 2017
- [i13]Patrick Huembeli, Alexandre Dauphin, Peter Wittek:
Adversarial Domain Adaptation for Identifying Phase Transitions. CoRR abs/1710.08382 (2017) - [i12]Ik Soo Lim, Peter Wittek:
Anchored Network Users: Stochastic Evolutionary Dynamics of Cognitive Radio Network Selection. CoRR abs/1712.07552 (2017) - 2016
- [i11]Alex Monras, Gael Sentís, Peter Wittek:
Inductive quantum learning: Why you are doing it almost right. CoRR abs/1605.07541 (2016) - [i10]Peter Wittek, Sándor Darányi, Gustaf Nelhans:
Ruling Out Static Latent Homophily in Citation Networks. CoRR abs/1605.08185 (2016) - [i9]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 abs/1606.08157 (2016) - [i8]Pantita Palittapongarnpim, Peter Wittek, Ehsan Zahedinejad, Barry C. Sanders:
Learning in Quantum Control: High-Dimensional Global Optimization for Noisy Quantum Dynamics. CoRR abs/1607.03428 (2016) - [i7]Sándor Darányi, Peter Wittek, Konstantinos Konstantinidis, Symeon Papadopoulos, Efstratios Kontopoulos:
A Physical Metaphor to Study Semantic Drift. CoRR abs/1608.01298 (2016) - [i6]Peter Wittek, Christian Gogolin:
Quantum Enhanced Inference in Markov Logic Networks. CoRR abs/1611.08104 (2016) - [i5]Peter Wittek:
Making Learning Physical - Machine Intelligence and Quantum Resources. ERCIM News 2016(107) (2016) - 2015
- [i4]Peter Wittek, Sándor Darányi, Efstratios Kontopoulos, Theodoros Moysiadis, Ioannis Kompatsiaris:
Monitoring Term Drift Based on Semantic Consistency in an Evolving Vector Field. CoRR abs/1502.01753 (2015) - 2013
- [i3]Peter Wittek:
Somoclu: An Efficient Distributed Library for Self-Organizing Maps. CoRR abs/1305.1422 (2013) - [i2]Peter Wittek:
Ncpol2sdpa - Sparse Semidefinite Programming Relaxations for Polynomial Optimization Problems of Noncommuting Variables. CoRR abs/1308.6029 (2013) - 2012
- [i1]Peter Wittek, Fernando M. Cucchietti:
A Second-Order Distributed Trotter-Suzuki Solver with a Hybrid Kernel. CoRR abs/1208.2407 (2012)
Coauthor Index
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