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Publication search results
found 51 matches
- 2024
- Theodore Papamarkou, Maria Skoularidou, Konstantina Palla, Laurence Aitchison, Julyan Arbel, David B. Dunson, Maurizio Filippone, Vincent Fortuin, Philipp Hennig, José Miguel Hernández-Lobato, Aliaksandr Hubin, Alexander Immer, Theofanis Karaletsos, Mohammad Emtiyaz Khan, Agustinus Kristiadi, Yingzhen Li, Stephan Mandt, Christopher Nemeth, Michael A. Osborne, Tim G. J. Rudner, David Rügamer, Yee Whye Teh, Max Welling, Andrew Gordon Wilson, Ruqi Zhang:
Position Paper: Bayesian Deep Learning in the Age of Large-Scale AI. CoRR abs/2402.00809 (2024) - 2023
- David Ruhe, Jayesh K. Gupta, Steven De Keninck, Max Welling, Johannes Brandstetter:
Geometric Clifford Algebra Networks. ICML 2023: 29306-29337 - David Ruhe, Jayesh K. Gupta, Steven De Keninck, Max Welling, Johannes Brandstetter:
Geometric Clifford Algebra Networks. CoRR abs/2302.06594 (2023) - 2022
- Sindy Löwe, David Madras, Richard S. Zemel, Max Welling:
Amortized Causal Discovery: Learning to Infer Causal Graphs from Time-Series Data. CLeaR 2022: 509-525 - Zhaoen Su, Chao Wang, David Bradley, Carlos Vallespi-Gonzalez, Carl Wellington, Nemanja Djuric:
Convolutions for Spatial Interaction Modeling. CVPR 2022: 6573-6582 - David Duvenaud, Markus Heinonen, Michael Tiemann, Max Welling:
Differential Equations and Continuous-Time Deep Learning (Dagstuhl Seminar 22332). Dagstuhl Reports 12(8): 20-30 (2022) - 2021
- Zhaoen Su, Chao Wang, David Bradley, Carlos Vallespi-Gonzalez, Carl Wellington, Nemanja Djuric:
Convolutions for Spatial Interaction Modeling. CoRR abs/2104.07182 (2021) - 2020
- Zeynep Akata, Dan Balliet, Maarten de Rijke
, Frank Dignum, Virginia Dignum
, Guszti Eiben, Antske Fokkens
, Davide Grossi
, Koen V. Hindriks
, Holger H. Hoos, Hayley Hung, Catholijn M. Jonker, Christof Monz, Mark A. Neerincx, Frans A. Oliehoek
, Henry Prakken, Stefan Schlobach
, Linda C. van der Gaag, Frank van Harmelen
, Herke van Hoof, Birna van Riemsdijk, Aimee van Wynsberghe, Rineke Verbrugge, Bart Verheij
, Piek Vossen
, Max Welling:
A Research Agenda for Hybrid Intelligence: Augmenting Human Intellect With Collaborative, Adaptive, Responsible, and Explainable Artificial Intelligence. Computer 53(8): 18-28 (2020) - Sindy Löwe, David Madras, Richard S. Zemel, Max Welling:
Amortized Causal Discovery: Learning to Infer Causal Graphs from Time-Series Data. CoRR abs/2006.10833 (2020) - 2019
- Charles B. Delahunt, Roman Gebrehiwot, Benjamin K. Wilson, Earl Long, Stephane Proux, Dionicia Gamboa, Peter Chiodini, Jane Carter, Mehul Dhorda, David Isaboke, Bernhards Ogutu, Mayoore S. Jaiswal, Wellington Oyibo
, Elizabeth Villasis, Kyaw Myo Tun, Christine Bachman, David Bell, Courosh Mehanian, Matthew P. Horning, Samantha Janko, Clay M. Thompson, Sourabh Kulhare, Liming Hu, Travis Ostbye, Grace Yun:
Fully-automated patient-level malaria assessment on field-prepared thin blood film microscopy images. GHTC 2019: 1-8 - David A. Joyner, Ryan Arrison, Mehnaz Ruksana, Evi Salguero, Zida Wang, Ben Wellington, Kevin Yin:
From Clusters to Content: Using Code Clustering for Course Improvement. SIGCSE 2019: 780-786 - Karen Ullrich, Rianne van den Berg, Marcus A. Brubaker, David J. Fleet, Max Welling:
Differentiable Probabilistic Models of Scientific Imaging with the Fourier Slice Theorem. UAI 2019: 399-411 - Arman Iranfar, Wellington Silva de Souza, Marina Zapater, Katzalin Olcoz
, Samuel Xavier de Souza, David Atienza:
A Machine Learning-Based Framework for Throughput Estimation of Time-Varying Applications in Multi-Core Servers. VLSI-SoC 2019: 211-216 - Wellington Silva de Souza, Arman Iranfar, Anderson B. N. da Silva, Marina Zapater, Samuel Xavier de Souza, Katzalin Olcoz
, David Atienza:
A QoS and Container-Based Approach for Energy Saving and Performance Profiling in Multi-Core Servers. VLSI-SoC 2019: 230-231 - Karen Ullrich, Rianne van den Berg, Marcus A. Brubaker, David J. Fleet, Max Welling:
Differentiable probabilistic models of scientific imaging with the Fourier slice theorem. CoRR abs/1906.07582 (2019) - Charles B. Delahunt, Mayoore S. Jaiswal, Matthew P. Horning, Samantha Janko, Clay M. Thompson, Sourabh Kulhare, Liming Hu, Travis Ostbye, Grace Yun, Roman Gebrehiwot, Benjamin K. Wilson, Earl Long, Stephane Proux, Dionicia Gamboa, Peter Chiodini, Jane Carter, Mehul Dhorda, David Isaboke, Bernhards Ogutu, Wellington Oyibo, Elizabeth Villasis, Kyaw Myo Tun, Christine Bachman, David Bell, Courosh Mehanian:
Fully-automated patient-level malaria assessment on field-prepared thin blood film microscopy images, including Supplementary Information. CoRR abs/1908.01901 (2019) - 2017
- Sidney Ribeiro-Júnior, Rafael David Quirino, Leonardo Andrade Ribeiro, Wellington Santos Martins:
Fast Parallel Set Similarity Joins on Many-core Architectures. J. Inf. Data Manag. 8(3): 255-270 (2017) - Courosh Mehanian, Mayoore S. Jaiswal, Charles B. Delahunt, Clay Thompson, Matthew P. Horning, Liming Hu, Shawn K. McGuire, Travis Ostbye, Martha Mehanian, Benjamin K. Wilson, Cary R. Champlin, Earl Long, Stephane Proux, Dionicia Gamboa, Peter Chiodini, Jane Carter, Mehul Dhorda, David Isaboke, Bernhards Ogutu, Wellington Oyibo
, Elizabeth Villasis, Kyaw Myo Tun, Christine Bachman, David Bell:
Computer-Automated Malaria Diagnosis and Quantitation Using Convolutional Neural Networks. ICCV Workshops 2017: 116-125 - Rafael David Quirino, Sidney Ribeiro-Júnior, Leonardo Andrade Ribeiro, Wellington Santos Martins:
fgssjoin: A GPU-based Algorithm for Set Similarity Joins. ICEIS (1) 2017: 152-161 - Rafael David Quirino, Sidney Ribeiro-Júnior, Leonardo Andrade Ribeiro, Wellington Santos Martins:
Efficient Filter-Based Algorithms for Exact Set Similarity Join on GPUs. ICEIS (Revised Selected Papers) 2017: 74-95 - Christos Louizos, Uri Shalit, Joris M. Mooij, David A. Sontag, Richard S. Zemel, Max Welling:
Causal Effect Inference with Deep Latent-Variable Models. NIPS 2017: 6446-6456 - Christos Louizos, Uri Shalit, Joris M. Mooij, David A. Sontag, Richard S. Zemel, Max Welling:
Causal Effect Inference with Deep Latent-Variable Models. CoRR abs/1705.08821 (2017) - 2016
- David Sergio Matusevich, Wellington Cabrera, Carlos Ordonez:
Accelerating a Gibbs sampler for variable selection on genomics data with summarization and variable pre-selection combining an array DBMS and R. Mach. Learn. 102(3): 483-504 (2016) - Sidney Ribeiro-Júnior, Rafael David Quirino, Leonardo Andrade Ribeiro, Wellington Santos Martins:
gSSJoin: a GPU-based Set Similarity Join Algorithm. SBBD 2016: 64-75 - 2015
- Alberto Moreno-Conde
, David Moner
, Wellington Dimas da Cruz, Marcelo R. Santos, José Alberto Maldonado
, Montserrat Robles
, Dipak Kalra:
Clinical information modeling processes for semantic interoperability of electronic health records: systematic review and inductive analysis. J. Am. Medical Informatics Assoc. 22(4): 925-934 (2015) - Anthony Stentz, Herman Herman, Alonzo Kelly, Eric Meyhofer, G. Clark Haynes, David Stager, Brian Zajac, J. Andrew Bagnell, Jordan Brindza, Christopher M. Dellin, Michael David George, Jose Gonzalez-Mora, Sean Hyde, Morgan Jones, Michel Laverne, Maxim Likhachev, Levi Lister, Matthew Powers, Oscar E. Ramos
, Justin Ray, David Rice, Justin Scheifflee, Raumi Sidki, Siddhartha S. Srinivasa, Kyle Strabala, Jean-Philippe Tardif, Jean-Sebastien Valois, Michael Vande Weghe, Michael Wagner, Carl Wellington:
CHIMP, the CMU Highly Intelligent Mobile Platform. J. Field Robotics 32(2): 209-228 (2015) - 2014
- Carlos Ordonez, Sofian Maabout, David Sergio Matusevich, Wellington Cabrera:
Extending ER models to capture database transformations to build data sets for data mining. Data Knowl. Eng. 89: 38-54 (2014) - Prasad Calyam, Alex Berryman, David Welling, Mohan Saravanan, Rajiv Ramnath, Jay Ramanathan:
VDPilot: feasibility study of hosting virtual desktops for classroom labs within a federated university system. Int. J. Cloud Comput. 3(2): 158-176 (2014) - Wellington C. Conceicao, Tales Pulinho Ramos, André Luís Marques Marcato, João Alberto Passos Filho
, Rafael B. da Silva Brandi, Pedro Americo Moretz-Sohn David:
Stochastic dynamic programming with discretization of energy interchange between hydrothermal systems in the operation planning problem. PSCC 2014: 1-7 - Zoubin Ghahramani, Max Welling, Corinna Cortes, Neil D. Lawrence, Kilian Q. Weinberger:
Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada. 2014 [contents]
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