- Otmane Sakhi, Stephen Bonner, David Rohde, Flavian Vasile:
BLOB: A Probabilistic Model for Recommendation that Combines Organic and Bandit Signals. KDD 2020: 783-793 - David Rohde, Flavian Vasile, Sergey Ivanov, Otmane Sakhi:
Bayesian Value Based Recommendation: A modelling based alternative to proxy and counterfactual policy based recommendation. RecSys 2020: 742-744 - Flavian Vasile, David Rohde, Olivier Jeunen, Amine Benhalloum:
A Gentle Introduction to Recommendation as Counterfactual Policy Learning. UMAP 2020: 392-393 - Otmane Sakhi, Stephen Bonner, David Rohde, Flavian Vasile:
BLOB : A Probabilistic Model for Recommendation that Combines Organic and Bandit Signals. CoRR abs/2008.12504 (2020) - Philomène Chagniot, Flavian Vasile, David Rohde:
From Clicks to Conversions: Recommendation for long-term reward. CoRR abs/2009.00497 (2020) - Jessica M. Lundin, Michael Sollami, Brian Lonsdorf, Alan Ross, Owen Schoppe, David Woodward, Sönke Rohde:
Copyspace: Where to Write on Images? CoRR abs/2012.08933 (2020) - 2019
- Arif Perdana, D. Alastair Robb, Fiona H. Rohde:
Interactive data visualisation for accounting information: a three-fit perspective. Behav. Inf. Technol. 38(1): 85-100 (2019) - John McCallig, D. Alastair Robb, Fiona H. Rohde:
Establishing the representational faithfulness of financial accounting information using multiparty security, network analysis and a blockchain. Int. J. Account. Inf. Syst. 33: 47-58 (2019) - Arif Perdana, D. Alastair Robb, Fiona H. Rohde:
Interactive Data and Information Visualization: Unpacking its Characteristics and Influencing Aspects on Decision-making. Pac. Asia J. Assoc. Inf. Syst. 11(4): 4 (2019) - Blake T. Rohde:
David C. Evans. IEEE Trans. Prof. Commun. 62(2): 208-209 (2019) - David Rohde, Stephen Bonner:
Latent Variable Session-Based Recommendation. CoRR abs/1904.10784 (2019) - Dmytro Mykhaylov, David Rohde, Flavian Vasile:
Three Methods for Training on Bandit Feedback. CoRR abs/1904.10799 (2019) - Finnian Lattimore, David Rohde:
Replacing the do-calculus with Bayes rule. CoRR abs/1906.07125 (2019) - David Rohde:
A Bayesian Solution to the M-Bias Problem. CoRR abs/1906.07136 (2019) - Olivier Jeunen, David Rohde, Flavian Vasile:
On the Value of Bandit Feedback for Offline Recommender System Evaluation. CoRR abs/1907.12384 (2019) - Nhan Nguyen-Thanh, Dana Marinca, Kinda Khawam, David Rohde, Flavian Vasile, Elena Simona Lohan, Steven Martin, Dominique Quadri:
Recommendation System-based Upper Confidence Bound for Online Advertising. CoRR abs/1909.04190 (2019) - Olivier Jeunen, Dmytro Mykhaylov, David Rohde, Flavian Vasile, Alexandre Gilotte, Martin Bompaire:
Learning from Bandit Feedback: An Overview of the State-of-the-art. CoRR abs/1909.08471 (2019) - Otmane Sakhi, Stephen Bonner, David Rohde, Flavian Vasile:
Reconsidering Analytical Variational Bounds for Output Layers of Deep Networks. CoRR abs/1910.00877 (2019) - Finnian Lattimore, David Rohde:
Causal inference with Bayes rule. CoRR abs/1910.01510 (2019) - 2018
- Arif Perdana, D. Alastair Robb, Fiona H. Rohde:
Does Visualization Matter? The Role of Interactive Data Visualization to Make Sense of Information. Australas. J. Inf. Syst. 22 (2018) - Arif Perdana, D. Alastair Robb, Fiona H. Rohde, Jacqueline Birt:
Standard Business Reporting (SBR) Adoption in Australia, Critically Acclaimed, Box Office Flop: Constructivist and Ecological Rationalities in Information Systems (IS) Adoption. Australas. J. Inf. Syst. 22 (2018) - Maxwell Burnette, Rob Kooper, J. D. Maloney, Gareth S. Rohde, Jeffrey A. Terstriep, Craig Willis, Noah Fahlgren, Todd C. Mockler, Maria Newcomb, Vasit Sagan, Pedro Andrade-Sanchez, Nadia Shakoor, Paheding Sidike, Rick Ward, David S. LeBauer:
TERRA-REF Data Processing Infrastructure. PEARC 2018: 27:1-27:7 - David Rohde, Stephen Bonner, Travis Dunlop, Flavian Vasile, Alexandros Karatzoglou:
RecoGym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising. CoRR abs/1808.00720 (2018) - 2017
- Marco Ruffini, Mohand Achouche, Alejandro Arbelaez, René Bonk, Andrea Di Giglio, Nick J. Doran, Marija Furdek, R. Jensen, Julio Montalvo-Garcia, Nicholas Parsons, Thomas Pfeiffer, Luis Quesada, Christian Raack, Harald Rohde, Marco Schiano, Giuseppe Talli, Paul D. Townsend, Roland Wessäly, Lena Wosinska, Xin Yin, David B. Payne:
Access and Metro Network Convergence for Flexible End-to-End Network Design [Invited]. JOCN 9(6): 524-535 (2017) - David Hallac, Abhijit Sharang, Rainer Stahlmann, Andreas Lamprecht, Markus Huber, Martin Roehder, Rok Sosic, Jure Leskovec:
Driver Identification Using Automobile Sensor Data from a Single Turn. CoRR abs/1708.04636 (2017) - 2016
- Markus Rohde, Konstantin Aal, Kaoru Misaki, Dave W. Randall, Anne Weibert, Volker Wulf:
Out of Syria: Mobile Media in Use at the Time of Civil War. Int. J. Hum. Comput. Interact. 32(7): 515-531 (2016) - David Rohde, Matt P. Wand:
Semiparametric Mean Field Variational Bayes: General Principles and Numerical Issues. J. Mach. Learn. Res. 17: 172:1-172:47 (2016) - Theo Ungerer, Christian Bradatsch, Martin Frieb, Florian Kluge, Jörg Mische, Alexander Stegmeier, Ralf Jahr, Mike Gerdes, Pavel G. Zaykov, Lucie Matusova, Zai Jian Jia Li, Zlatko Petrov, Bert Böddeker, Sebastian Kehr, Hans Regler, Andreas Hugl, Christine Rochange, Haluk Ozaktas, Hugues Cassé, Armelle Bonenfant, Pascal Sainrat, Nick Lay, David George, Ian Broster, Eduardo Quiñones, Milos Panic, Jaume Abella, Carles Hernández, Francisco J. Cazorla, Sascha Uhrig, Mathias Rohde, Arthur Pyka:
Parallelizing Industrial Hard Real-Time Applications for the parMERASA Multicore. ACM Trans. Embed. Comput. Syst. 15(3): 53:1-53:27 (2016) - David Korfkamp, Stefan Gudenkauf, Martin Rohde, Eunice Sirri, Joachim Kieschke, Kolja Blohm, Alexander Beck, Alexandr Puchkovskiy, Hans-Jürgen Appelrath:
Opening Up Data Analysis for Medical Health Services: Data Integration and Analysis in Cancer Registries with CARESS. Trans. Large Scale Data Knowl. Centered Syst. 26: 89-107 (2016) - Max Erik Rohde, Gabrielle Peko, David Sundaram:
Mindful Routines in the Face of Fraud. AMCIS 2016