Jean Utke

CoRR, 2024

IIFE: Interaction Information Based Automated Feature Engineering.

[BibT_eX]

[DOI]

Tom Overman

CoRR, 2024

2023

An inverse classification framework with limited budget and maximum number of perturbed samples.

[BibT_eX]

[DOI]

Jaehoon Koo

Expert Syst. Appl., 2023

Unsupervised Video Summarization.

[BibT_eX]

[DOI]

Hanqing Li

CoRR, 2023

DIALGEN: Collaborative Human-LM Generated Dialogues for Improved Understanding of Human-Human Conversations.

[BibT_eX]

[DOI]

CoRR, 2023

S-Omninet: Structured Data Enhanced Universal Multimodal Learning Architecture.

[BibT_eX]

[DOI]

Ye Xue

CoRR, 2023

Multi-Layer Attention-Based Explainability via Transformers for Tabular Data.

[BibT_eX]

[DOI]

Andrea Treviño Gavito

CoRR, 2023

Early Classifying Multimodal Sequences.

[BibT_eX]

[DOI]

Alexander Cao

Proceedings of the 25th International Conference on Multimodal Interaction, 2023

Gradient-Boosted Based Structured and Unstructured Learning.

[BibT_eX]

[DOI]

Andrea Treviño Gavito

Proceedings of the Artificial Neural Networks and Machine Learning, 2023

A Policy for Early Sequence Classification.

[BibT_eX]

[DOI]

Alexander Cao

Yegna Subramanian Jambunath

Proceedings of the Artificial Neural Networks and Machine Learning, 2023

Cohesive Attention-Based Explanations for Sequences and Explainability in Presence of Event Types.

[BibT_eX]

[DOI]

Stephanie Ger

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Tricks and Plugins to GBM on Images and Sequences.

[BibT_eX]

[DOI]

Biyi Fang

CoRR, 2022

Nested Multi-view Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021

Classification Models for Partially Ordered Sequences.

[BibT_eX]

[DOI]

Stephanie Ger

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

2020

Inverse Classification with Limited Budget and Maximum Number of Perturbed Samples.

[BibT_eX]

[DOI]

Jaehoon Koo

CoRR, 2020

Combined Convolutional and Recurrent Neural Networks for Hierarchical Classification of Images.

[BibT_eX]

[DOI]

Jaehoon Koo

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2018

Unified recurrent neural network for many feature types.

[BibT_eX]

[DOI]

Alexander Stec

CoRR, 2018

Nested multi-instance classification.

[BibT_eX]

[DOI]

Alexander Stec

CoRR, 2018

2016

Programming language features, usage patterns, and the efficiency of generated adjoint code.

[BibT_eX]

[DOI]

Laurent Hascoët

Optim. Methods Softw., 2016

Source Transformation of C++ Codes for Compatibility with Operator Overloading.

[BibT_eX]

[DOI]

Alexander Hück

Christian H. Bischof

Proceedings of the International Conference on Computational Science 2016, 2016

2015

Checking C++ codes for compatibility with operator overloading.

[BibT_eX]

[DOI]

Alexander Hück

Christian H. Bischof

Proceedings of the 15th IEEE International Working Conference on Source Code Analysis and Manipulation, 2015

2013

Sensitivity Analysis for Mixed-Language Numerical Models.

[BibT_eX]

[DOI]

Bradley T. Rearden

Robert A. Lefebvre

Proceedings of the International Conference on Computational Science, 2013

2012

Randomized heuristics for exploiting Jacobian scarcity.

[BibT_eX]

[DOI]

Andrew Lyons

Ilya Safro

Optim. Methods Softw., 2012

Preface.

[BibT_eX]

[DOI]

Optim. Methods Softw., 2012

2010

Interpretative adjoints for numerical simulation codes using MPI.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science, 2010

Efficient generated libraries for asynchronous derivative computation.

[BibT_eX]

[DOI]

Darius Buntinas

Alexis Malozemoff

Proceedings of the International Conference on Computational Science, 2010

Multithreaded derivative computation with generated libraries.

[BibT_eX]

[DOI]

Darius Buntinas

Alexis J. Malozemoff

J. Comput. Sci., 2010

2009

Fast higher-order derivative tensors with Rapsodia.

[BibT_eX]

[DOI]

Isabelle Charpentier

Optim. Methods Softw., 2009

Toward adjoinable MPI.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

Combinatorial Problems in OpenAD.

[BibT_eX]

[DOI]

Proceedings of the Combinatorial Scientific Computing, 01.02. - 06.02.2009, 2009

2008

OpenAD/F: A Modular Open-Source Tool for Automatic Differentiation of Fortran Codes.

[BibT_eX]

[DOI]

Michelle Mills Strout

Patrick Heimbach

Chris Hill

Carl Wunsch

ACM Trans. Math. Softw., 2008

Cheaper adjoints by reversing address computations.

[BibT_eX]

[DOI]

Laurent Hascoët

Sci. Program., 2008

A Framework for Proving Correctness of Adjoint Message-Passing Programs.

[BibT_eX]

[DOI]

Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2008

2006

Efficient reversal of the intraprocedural flow of control in adjoint computations.

[BibT_eX]

[DOI]

Andrew Lyons

J. Syst. Softw., 2006

Term Graphs for Computing Derivatives in Imperative Languages.

[BibT_eX]

[DOI]

Paul D. Hovland

Boyana Norris

Michelle Mills Strout

Proceedings of the Third International Workshop on Term Graph Rewriting, 2006

Data Representation Alternatives in Semantically Augmented Numerical Models.

[BibT_eX]

[DOI]

Michael W. Fagan

Laurent Hascoët

Proceedings of the Sixth IEEE International Workshop on Source Code Analysis and Manipulation (SCAM 2006), 2006

2005

Source Templates for the Automatic Generation of Adjoint Code Through Static Call Graph Reversal.

[BibT_eX]

[DOI]

Proceedings of the Computational Science, 2005

2004

Control Flow Reversal for Adjoint Code Generation.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Workshop on Source Code Analysis and Manipulation (SCAM 2004), 2004

Separating language dependent and independent tasks for the semantic transformation of numerical programs.

[BibT_eX]

Proceedings of the IASTED Conference on Software Engineering and Applications, 2004

2000

Evaluating higher derivative tensors by forward propagation of univariate Taylor series.

[BibT_eX]

[DOI]

Andreas Griewank

Andrea Walther

Math. Comput., 2000

1996

Algorithm 755: ADOL-C: A Package for the Automatic Differentiation of Algorithms Written in C/C++.

[BibT_eX]

[DOI]

Andreas Griewank

David W. Juedes