Jean Utke

Publication Activity (10 Years)

Years Active: 1996-2023
Publications (10 Years): 22

Top Topics

Hierarchical Classification

Top Venues

Publications

Ye Xue, Diego Klabjan, Jean Utke
S-Omninet: Structured Data Enhanced Universal Multimodal Learning Architecture. CoRR (2023)
Alexander Cao, Jean Utke, Diego Klabjan
Early Classifying Multimodal Sequences. ICMI (2023)
Andrea Treviño Gavito, Diego Klabjan, Jean Utke
Multi-Layer Attention-Based Explainability via Transformers for Tabular Data. CoRR (2023)
Andrea Treviño Gavito, Diego Klabjan, Jean Utke
Gradient-Boosted Based Structured and Unstructured Learning. CoRR (2023)
Jaehoon Koo, Diego Klabjan, Jean Utke
An inverse classification framework with limited budget and maximum number of perturbed samples. Expert Syst. Appl. 212 (2023)
Hanqing Li, Diego Klabjan, Jean Utke
Unsupervised Video Summarization. CoRR (2023)
Alexander Cao, Jean Utke, Diego Klabjan
Early Classifying Multimodal Sequences. CoRR (2023)
Stephanie Ger, Yegna Subramanian Jambunath, Diego Klabjan, Jean Utke
Cohesive Attention-Based Explanations for Sequences and Explainability in Presence of Event Types. BigData (2023)
Alexander Cao, Jean Utke, Diego Klabjan
A Policy for Early Sequence Classification. CoRR (2023)
Bo-Ru Lu, Nikita Haduong, Chia-Hsuan Lee, Zeqiu Wu, Hao Cheng, Paul Koester, Jean Utke, Tao Yu, Noah A. Smith, Mari Ostendorf
DIALGEN: Collaborative Human-LM Generated Dialogues for Improved Understanding of Human-Human Conversations. CoRR (2023)
Abdolghani Ebrahimi, Alexander Stec, Diego Klabjan, Jean Utke
Nested Multi-view Image Classification. ICPR (2022)
Biyi Fang, Jean Utke, Diego Klabjan
Tricks and Plugins to GBM on Images and Sequences. CoRR (2022)
Stephanie Ger, Diego Klabjan, Jean Utke
Classification Models for Partially Ordered Sequences. CoRR (2021)
Stephanie Ger, Diego Klabjan, Jean Utke
Classification Models for Partially Ordered Sequences. ICANN (1) (2021)
Jaehoon Koo, Diego Klabjan, Jean Utke
Combined Convolutional and Recurrent Neural Networks for Hierarchical Classification of Images. IEEE BigData (2020)
Jaehoon Koo, Diego Klabjan, Jean Utke
Inverse Classification with Limited Budget and Maximum Number of Perturbed Samples. CoRR (2020)
Jaehoon Koo, Diego Klabjan, Jean Utke
Combined convolutional and recurrent neural networks for hierarchical classification of images. CoRR (2018)
Alexander Stec, Diego Klabjan, Jean Utke
Unified recurrent neural network for many feature types. CoRR (2018)
Alexander Stec, Diego Klabjan, Jean Utke
Nested multi-instance classification. CoRR (2018)
Alexander Hück, Jean Utke, Christian H. Bischof
Source Transformation of C++ Codes for Compatibility with Operator Overloading. ICCS (2016)
Laurent Hascoët, Jean Utke
Programming language features, usage patterns, and the efficiency of generated adjoint code. Optim. Methods Softw. 31 (5) (2016)
Alexander Hück, Christian H. Bischof, Jean Utke
Checking C++ codes for compatibility with operator overloading. SCAM (2015)
Jean Utke, Bradley T. Rearden, Robert A. Lefebvre
Sensitivity Analysis for Mixed-Language Numerical Models. ICCS (2013)
Bruce Christianson, Uwe Naumann, Jean Utke, Andrea Walther
Preface. Optim. Methods Softw. 27 (2) (2012)
Andrew Lyons, Ilya Safro, Jean Utke
Randomized heuristics for exploiting Jacobian scarcity. Optim. Methods Softw. 27 (2) (2012)
Darius Buntinas, Alexis J. Malozemoff, Jean Utke
Multithreaded derivative computation with generated libraries. J. Comput. Sci. 1 (2) (2010)
Darius Buntinas, Alexis Malozemoff, Jean Utke
Efficient generated libraries for asynchronous derivative computation. ICCS (1) (2010)
Michel Schanen, Uwe Naumann, Laurent Hascoët, Jean Utke
Interpretative adjoints for numerical simulation codes using MPI. ICCS (1) (2010)
Isabelle Charpentier, Jean Utke
Fast higher-order derivative tensors with Rapsodia. Optim. Methods Softw. 24 (1) (2009)
Jean Utke, Uwe Naumann
Combinatorial Problems in OpenAD. Combinatorial Scientific Computing (2009)
Jean Utke, Laurent Hascoët, Patrick Heimbach, Chris Hill, Paul D. Hovland, Uwe Naumann
Toward adjoinable MPI. IPDPS (2009)
Laurent Hascoët, Jean Utke, Uwe Naumann
Cheaper adjoints by reversing address computations. Sci. Program. 16 (1) (2008)
Jean Utke, Uwe Naumann, Michael W. Fagan, Nathan R. Tallent, Michelle Mills Strout, Patrick Heimbach, Chris Hill, Carl Wunsch
OpenAD/F: A Modular Open-Source Tool for Automatic Differentiation of Fortran Codes. ACM Trans. Math. Softw. 34 (4) (2008)
Uwe Naumann, Laurent Hascoët, Chris Hill, Paul D. Hovland, Jan Riehme, Jean Utke
A Framework for Proving Correctness of Adjoint Message-Passing Programs. PVM/MPI (2008)
Paul D. Hovland, Boyana Norris, Michelle Mills Strout, Jean Utke
Term Graphs for Computing Derivatives in Imperative Languages. Electron. Notes Theor. Comput. Sci. 176 (1) (2007)
Jean Utke, Andrew Lyons, Uwe Naumann
Efficient reversal of the intraprocedural flow of control in adjoint computations. J. Syst. Softw. 79 (9) (2006)
Michael W. Fagan, Laurent Hascoët, Jean Utke
Data Representation Alternatives in Semantically Augmented Numerical Models. SCAM (2006)
Uwe Naumann, Jean Utke
Source Templates for the Automatic Generation of Adjoint Code Through Static Call Graph Reversal. International Conference on Computational Science (1) (2005)
Jean Utke, Uwe Naumann
Separating language dependent and independent tasks for the semantic transformation of numerical programs. IASTED Conf. on Software Engineering and Applications (2004)
Uwe Naumann, Jean Utke, Andrew Lyons, Michael W. Fagan
Control Flow Reversal for Adjoint Code Generation. SCAM (2004)
Andreas Griewank, Jean Utke, Andrea Walther
Evaluating higher derivative tensors by forward propagation of univariate Taylor series. Math. Comput. 69 (231) (2000)
Andreas Griewank, David W. Juedes, Jean Utke
Algorithm 755: ADOL-C: A Package for the Automatic Differentiation of Algorithms Written in C/C++. ACM Trans. Math. Softw. 22 (2) (1996)