Cheng Soon Ong

Cheng Soon Ong, Leenesh Kumar Maisuria, Wen Kin Lai, 1999, IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339).

Automated Analysis of Tissue Micro-Array Images on the Example of Renal Cell Carcinoma

Joachim M. Buhmann, Volker Roth, Cheng Soon Ong, 2013, Similarity-Based Pattern Analysis and Recognition.

Multivariate Spearman's rho for Aggregating Ranks Using Copulas pdf

Cheng Soon Ong, Justin Bedo, J. Bedő, 2014, J. Mach. Learn. Res..

New Tricks for Estimating Gradients of Expectations pdf

Richard Nock, Masashi Sugiyama, Cheng Soon Ong, 2019, ArXiv.

Disentangled behavioural representations

Richard Nock, Cheng Soon Ong, Omar Ghattas, 2019, NeurIPS.

Introduction: special issue of selected papers of ACML 2013

Geoffrey I. Webb, Masashi Sugiyama, Cheng Soon Ong, 2015, Machine Learning.

Central Machine Learning Problems

Cheng Soon Ong, Marc Peter Deisenroth, A. Aldo Faisal, 2020 .

Machine Learning Techniques for Classifying the Mutagenic Origins of Point Mutations

Cheng Soon Ong, Yicheng Zhu, Gavin Huttley, 2018, Genetics.

When Models Meet Data

Cheng Soon Ong, Marc Peter Deisenroth, A. Aldo Faisal, 2020 .

Linking losses for density ratio and class-probability estimation

Cheng Soon Ong, Aditya Krishna Menon, A. Menon, 2016, ICML.

A High Resolution and Accurate Pentium Based Timer

Cheng Soon Ong, F Wong, Wk Lai, 2000 .

Bayesian mixed-effects inference on classification performance in hierarchical data sets

Joachim M. Buhmann, Cheng Soon Ong, Klaas E. Stephan, 2012, J. Mach. Learn. Res..

Open science in machine learning pdf

Cheng Soon Ong, Joaquin Vanschoren, Mikio L. Braun, 2014, Implementing Reproducible Research.

kWIP: The k-mer weighted inner product, a de novo estimator of genetic similarity

Cheng Soon Ong, Christfried Webers, Kevin D. Murray, 2016, bioRxiv.

Hyperkernels

Alexander J. Smola, Cheng Soon Ong, Robert C. Williamson, 2002, NIPS.

Generative Embedding for Model-Based Classification of fMRI Data

Joachim M. Buhmann, Cheng Soon Ong, Klaas E. Stephan, 2011, PLoS Comput. Biol..

Spanning Tree Approximations for Conditional Random Fields

Joachim M. Buhmann, Cheng Soon Ong, Patrick Pletscher, 2009, AISTATS.

Ab-initio gene finding using machine learning

Gunnar Rätsch, Cheng Soon Ong, Gabriele Schweikert, 2006, NIPS 2006.

Part & Clamp: Efficient Structured Output Learning

Cheng Soon Ong, Patrick Pletscher, 2012, AISTATS.

PALMA: Perfect Alignments using Large Margin Algorithms

Gunnar Rätsch, Cheng Soon Ong, Bettina Hepp, 2006, German Conference on Bioinformatics.

PALMA: mRNA to genome alignments using large margin algorithms

Gunnar Rätsch, Cheng Soon Ong, Bettina Hepp, 2007, Bioinform..

Dimensionality Reduction with Principal Component Analysis

Cheng Soon Ong, Marc Peter Deisenroth, A. Aldo Faisal, 2020 .

On designing an automated Malaysian stemmer for the Malay language (poster session)

Cheng Soon Ong, Noor Aida Abdullah, Sock Yin Tai, 2000, IRAL '00.

A scaled Bregman theorem with applications

Richard Nock, Cheng Soon Ong, Aditya Krishna Menon, 2016, NIPS.

Classification with Support Vector Machines

Cheng Soon Ong, Marc Peter Deisenroth, A. Aldo Faisal, 2020 .

Computational TMA Analysis and Cell Nucleus Classification of Renal Cell Carcinoma

Joachim M. Buhmann, Volker Roth, Cheng Soon Ong, 2010, DAGM-Symposium.

Learning sparse classifiers with difference of convex functions algorithms

Cheng Soon Ong, Le Thi Hoai An, Hoai An Le Thi, 2013, Optim. Methods Softw..

Machine Learning with Hyperkernels

Alexander J. Smola, Cheng Soon Ong, Alex Smola, 2003, ICML.

Support Vector Machines and Kernels for Computational Biology

Gunnar Rätsch, Bernhard Schölkopf, Cheng Soon Ong, 2008, PLoS Comput. Biol..

Representation Learning of Compositional Data

Richard Nock, Cheng Soon Ong, Ke Sun, 2018, NeurIPS.

TMARKER: A free software toolkit for histopathological cell counting and staining estimation

Joachim M. Buhmann, Cheng Soon Ong, Peter J. Wild, 2013, Journal of pathology informatics.

Learning Output Kernels with Block Coordinate Descent

Peter V. Gehler, Cheng Soon Ong, Gianluigi Pillonetto, 2011, ICML.

Learning from Corrupted Binary Labels via Class-Probability Estimation

Cheng Soon Ong, Aditya Krishna Menon, Brendan van Rooyen, 2015, ICML.

Protein function prediction via graph kernels

Hans-Peter Kriegel, Alexander J. Smola, Cheng Soon Ong, 2005, ISMB.

A Primer on Causal Analysis pdf

Cheng Soon Ong, Finnian Lattimore, Finnian Lattimore, 2018, ArXiv.

GPU enables routine bivariate & trivariate analysis of Case-Control GWAS

Cheng Soon Ong, Adam Kowalczyk, Benjamin Goudey, 2014 .

Learning the Kernel with Hyperkernels

Alexander J. Smola, Cheng Soon Ong, Robert C. Williamson, 2005, J. Mach. Learn. Res..

Discriminative concept learning network: Reveal high-level differential concepts from shallow architecture

Cheng Soon Ong, Qiao Wang, Aaron Harwood, 2015, 2015 International Joint Conference on Neural Networks (IJCNN).

Model-based feature construction for multivariate decoding

Joachim M. Buhmann, Cheng Soon Ong, Klaas E. Stephan, 2011, NeuroImage.

Analytic center cutting plane method for multiple kernel learning

Cheng Soon Ong, Sharon Wulff, 2013, Annals of Mathematics and Artificial Intelligence.

An Automated Combination of Sequence Motif Kernels for Predicting Protein Subcellular Localization

Cheng Soon Ong, Alexander Zien, 2006 .

Training and Approximation of a Primal Multiclass Support Vector Machine

Cheng Soon Ong, Alexander Zien, Fabio De Bona, 2007 .

mGene.web: a web service for accurate computational gene finding

Gunnar Rätsch, Cheng Soon Ong, Alexander Zien, 2009, Nucleic Acids Res..

Kernels: Regularization and Optimization

Cheng Soon Ong, 2005 .

Cell density in prostate histopathology images as a measure of tumor distribution

Annette Haworth, Cheng Soon Ong, Hayley M. Reynolds, 2014, Medical Imaging.

An Automated Combination of Kernels for Predicting Protein Subcellular Localization

Cheng Soon Ong, Alexander Zien, A. Zien, 2007, WABI.

A Modular Theory of Feature Learning pdf

Cheng Soon Ong, Daniel McNamara, Robert C. Williamson, 2016, ArXiv.

Revisiting revisits in trajectory recommendation

Cheng Soon Ong, Dawei Chen, Lexing Xie, 2017, CitRec@RecSys.

2010 International Conference on Pattern Recognition The binormal assumption on precision-recall curves

Joachim M. Buhmann, Cheng Soon Ong, Klaas E. Stephan, 2022 .

Near-optimal experimental design for model selection in systems biology

Joachim M. Buhmann, Cheng Soon Ong, Mikael Sunnåker, 2013, Bioinform..

Costs and Benefits of Fair Representation Learning

Cheng Soon Ong, Daniel McNamara, Robert C. Williamson, 2019, AIES.

Probability and Distributions

Cheng Soon Ong, Marc Peter Deisenroth, A. Aldo Faisal, 2020, Mathematics for Machine Learning.

Ellipsoidal Multiple Instance Learning

Joachim M. Buhmann, Cheng Soon Ong, Gabriel Krummenacher, 2013, ICML.

Towards open machine learning: Mloss.org and mldata.org

Cheng Soon Ong, 2011, 2011 IEEE International Workshop on Open-source Software for Scientific Computation.

Provably Fair Representations pdf

Cheng Soon Ong, Daniel McNamara, Robert C. Williamson, 2017, ArXiv.

Hawkes Processes with Stochastic Excitations

Cheng Soon Ong, Young Lee, Kar Wai Lim, 2016, ICML.

Cold-start playlist recommendation with multitask learning

Cheng Soon Ong, Dawei Chen, Aditya Krishna Menon, 2018 .

Entropy and Margin Maximization for Structured Output Learning

Joachim M. Buhmann, Cheng Soon Ong, Patrick Pletscher, 2010, ECML/PKDD.

Machine Learning for Scientific Discovery

Cheng Soon Ong, 2014 .

Combining active learning suggestions

Cheng Soon Ong, Alasdair Tran, Christian Wolf, 2018, PeerJ Comput. Sci..

Probabilistic Knowledge Graph Construction: Compositional and Incremental Approaches

Dongwoo Kim, Cheng Soon Ong, Lexing Xie, 2016, CIKM.

Wheel Defect Detection With Machine Learning

Joachim M. Buhmann, Cheng Soon Ong, Gabriel Krummenacher, 2018, IEEE Transactions on Intelligent Transportation Systems.

Quantile Bandits for Best Arms Identification with Concentration Inequalities

Cheng Soon Ong, Mengyan Zhang, Mengyan Zhang, 2020, ICML.

Factorized Fourier Neural Operators

Cheng Soon Ong, Alasdair Tran, Lexing Xie, 2021 .

eQTLHap: a tool for comprehensive eQTL analysis considering haplotypic and genotypic effects

Kotagiri Ramamohanarao, Cheng Soon Ong, Benjamin Goudey, 2021, Briefings Bioinform..

Gaussian Process Bandits with Aggregated Feedback pdf

Cheng Soon Ong, Russell Tsuchida, Mengyan Zhang, 2021, AAAI.

Radflow: A Recurrent, Aggregated, and Decomposable Model for Networks of Time Series

Cheng Soon Ong, Alasdair Tran, Lexing Xie, 2021, WWW.

mGene: accurate SVM-based gene finding with an application to nematode genomes.

Cheng Soon Ong, S. Sonnenburg, A. Zien, 2009, Genome research.

Multivariate spearman's ρ for aggregating ranks using copulas

Cheng Soon Ong, J. Bedő, 2016 .

Mathematics for Machine Learning

Cheng Soon Ong, M. Deisenroth, Gaurav Kumar, 2020, Journal of Mathematical Sciences & Computational Mathematics.

Machine learning using hyperkernels

Cheng Soon Ong, Alex Smola, 2003, ICML 2003.

Pain Assessment in INTensive care (PAINT): an observational study of physician‐documented pain assessment in 45 intensive care units in the United Kingdom

Cheng Soon Ong, J. Dawson, D. Magee, 2017, Anaesthesia.

SVclone: inferring structural variant cancer cell fraction

Jan Schröder, Cheng Soon Ong, Florian Markowetz, 2017, bioRxiv.

Evidence of CH2O (a3A2) and C2H4 (a3B1u) produced from photodissociation of 1,3-trimethylene oxide at 193 nm.

Cheng Soon Ong, Shih-Huang Lee, Y. Lee, 2006, The Journal of chemical physics.

Associating disease-related genetic variants in intergenic regions to the genes they impact

Karin M. Verspoor, Cheng Soon Ong, G. Macintyre, 2014, PeerJ.

GWIS - model-free, fast and exhaustive search for epistatic interactions in case-control GWAS

Cheng Soon Ong, M. Inouye, H. Ferrá, 2013, BMC Genomics.

Trade-offs in algorithmic risk assessment: An Australian domestic violence case study

Cheng Soon Ong, Timothy Graham, Daniel McNamara, 2019 .

kWIP: The k-mer Weighted Inner Product, a de novo Estimator of Genetic Similarity

Cheng Soon Ong, Christfried Webers, Kevin D. Murray, 2016 .

Inferring structural variant cancer cell fraction

Roland Eils, Yuan Ji, Jan Schröder, 2020, Nature Communications.

Technical report : SVM in Krein spaces

Cheng Soon Ong, S. Canu, Gaëlle Loosli, 2013 .

Genome-wide analysis of alternative splicing in Volvox carteri

Gunnar Rätsch, Cheng Soon Ong, Armin Hallmann, 2014, BMC Genomics.

Genome-wide analysis of alternative splicing in

Cheng Soon Ong, G. Rätsch, A. Hallmann, 2014 .

Stability of Bivariate GWAS Biomarker Detection

Cheng Soon Ong, Benjamin Goudey, Justin Bedő, 2014, PloS one.

Achievability of Asymptotic Minimax Regret in Online and Batch Prediction

Cheng Soon Ong, T. Ho, 2013 .

RNA secondary structure prediction using large margin methods

Gunnar Rätsch, Cheng Soon Ong, Alexander Zien, 2007, ISMB 2007.

Bayesian Bivariate Hawkes

Cheng Soon Ong, Kar Wai Lim, K. W. Lim, 2016, TSAA '16.

Radio Galaxy Zoo:Claran– a deep learning classifier for radio morphologies

Cheng Soon Ong, Heinz Andernach, Stanislav S. Shabala, 2018, Monthly Notices of the Royal Astronomical Society.

Splines with non positive kernels

Cheng Soon Ong, Xavier Mary, St Ephane Canu, 2009 .

A novel haplotype-based eQTL approach identifies genetic associations not detected through conventional SNP-based methods

Cheng Soon Ong, Ziad Al Bkhetan, K. Ramamohanarao, 2020, bioRxiv.

nematode genomes mGene : Accurate SVM-based gene finding with an application to Material Supplemental

Cheng Soon Ong, S. Sonnenburg, A. Zien, 2009 .

Optimal design for adaptive smoothing splines

Cheng Soon Ong, Jiali Wang, A. Verbyla, 2020 .

Surface ferromagnetism in hydrogenated-ZnO film

Cheng Soon Ong, J. Ding, J. Xue, 2011 .

Extracting the Measurement Information Core for Model Selection of Dynamical Systems

Cheng Soon Ong, J. Buhmann, A. Busetto, 2009 .

Declarative nets that are equilibrium models

Cheng Soon Ong, Suk Yee Yong, Russell Tsuchida, 2022, ICLR.

Deep equilibrium models as estimators for continuous latent variables

Cheng Soon Ong, Russell Tsuchida, 2022, AISTATS.

Factorized Fourier Neural Operators

Cheng Soon Ong, Alasdair Tran, A. Mathews, 2021, 2111.13802.

Machine Learning Techniques for Classifying the Mutagenic Origins of Point Mutations

Cheng Soon Ong, G. Huttley, Yicheng Zhu, 2020, Genetics.

OC-0374: Does low-dose TBI improve outcome in patients with early stage low grade NHL? (EORTC 20971-22997)

Cheng Soon Ong, L. Specht, B. Aleman, 2020 .

Missing carbon and the economically efficient response to the threat of global warming

Cheng Soon Ong, G. Yohe, 1994 .

Factorized Fourier Neural Operators

Cheng Soon Ong, Alasdair Tran, A. Mathews, 2021, ICLR.

Development of a registration framework to validate MRI with histology for prostate focal therapy.

Cheng Soon Ong, A Haworth, G. Liney, 2015, Medical physics.

An ultrasound evaluation of the incidence of deep vein thrombosis in the operated and non-operated contralateral lower limbs following unilateral total knee replacements

Cheng Soon Ong, S. Venkatesh, Zhen Bi, 2011 .

Investigation of Ge nanocrystal formation in SiO2-Ge-SiO2 sandwich structure

Cheng Soon Ong, Rusli, W. K. Choi, 2001 .

Observation of enhanced prebreakdown electron beams in a vacuum spark with a hollow-cathode configuration

Cheng Soon Ong, C. S. Wong, P. Choi, 1992 .

Machine learning risk prediction of mortality for patients undergoing surgery with perioperative SARS-CoV-2: the COVIDSurg mortality score

Cheng Soon Ong, Mohammad Hossein Khosravi, Kevin C. Chu, 2021, The British journal of surgery.

Machine Learning Guided Batched Design of a Bacterial Ribosome Binding Site

Cheng Soon Ong, M. B. Holowko, Mengyan Zhang, 2022, bioRxiv.

GWIS - model-free, fast and exhaustive search for epistatic interactions in case-control GWAS

Cheng Soon Ong, H. Ferrá, B. Goudey, 2013, BMC Genomics.

Squared Neural Families: A New Class of Tractable Density Models

Cheng Soon Ong, D. Sejdinovic, Russell Tsuchida, 2023, ArXiv.

Tracheal and left bronchial-oesophageal fistula repair and salvage 3-phase oesophagectomy supported by extra-corporeal membrane oxygenation: a case report

Cheng Soon Ong, J. Gossage, G. Glover, 2020 .

SiGe amorphization during Ge condensation in silicon germanium on insulator

Cheng Soon Ong, S. Balakumar, G. Lo, 2006 .

Genome-wide analysis of alternative splicing in Volvox carteri

Cheng Soon Ong, G. Rätsch, A. Hallmann, 2014, BMC Genomics.

Early outcomes and complications following cardiac surgery in patients testing positive for coronavirus disease 2019: An international cohort study

Cheng Soon Ong, Mohammad Hossein Khosravi, Muhammad Abubakar Siddique, 2021, The Journal of Thoracic and Cardiovascular Surgery.

Cancelled operations: a 7‐day cohort study of planned adult inpatient surgery in 245 UK National Health Service hospitals

Cheng Soon Ong, Paul J Cripps, Bassey D. Nkanang, 2018, British journal of anaesthesia.

Squared Neural Families: A New Class of Tractable Density Models

Cheng Soon Ong, D. Sejdinovic, Russell Tsuchida, 2023, NeurIPS.

Two-Stage Neural Contextual Bandits for Personalised News Recommendation

Cheng Soon Ong, Fangzhao Wu, Xing Xie, 2022, ArXiv.

Splines with non positive kernels

Cheng Soon Ong, S. Canu, X. Mary, 2009 .

Open science in machine learning

Cheng Soon Ong, J. Vanschoren, M. Braun, 2014, ArXiv.

Classification with Support Vector Machines

Cheng Soon Ong, M. Deisenroth, A. Faisal, 2020, Mathematics for Machine Learning.

Strain-Induced ZnO Spinterfaces

Cheng Soon Ong, T. Herng, X. L. Huang, 2012 .

Contextual Gaussian Process Bandit Optimization

Cheng Soon Ong, Andreas Krause, 2011, NIPS.