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GrowBag graphs for keyword ? (Num. hits/coverage)
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The graphs summarize 262 occurrences of 224 keywords
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Results
Found 600 publication records. Showing 600 according to the selection in the facets
Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
162 | Yaxiao Song, Gary Marchionini |
Effects of audio and visual surrogates for making sense of digital video. |
CHI |
2007 |
DBLP DOI BibTeX RDF |
multimedia, video surrogates, dual coding |
111 | Barbara M. Wildemuth, Gary Marchionini, Todd Wilkens, Meng Yang 0006, Gary Geisler, Beth Fowler, Anthony Hughes, Xiangming Mu |
Alternative Surrogates for Video Objects in a Digital Library: Users' Perspectives on Their Relative Usability. |
ECDL |
2002 |
DBLP DOI BibTeX RDF |
|
97 | Richard Nock, Frank Nielsen |
On the efficient minimization of convex surrogates in supervised learning. |
ICPR |
2008 |
DBLP DOI BibTeX RDF |
|
95 | Eunyee Koh, Andruid Kerne |
Deriving image-text document surrogates to optimize cognition. |
ACM Symposium on Document Engineering |
2009 |
DBLP DOI BibTeX RDF |
search representation, information extraction, surrogates |
94 | Christopher A. Lee 0001, Helen R. Tibbo, Dawne Howard, Yaxiao Song, Terrell Russell, Paul Jones 0001 |
Keeping the context: an investigation in preserving collections of digital video. |
JCDL |
2006 |
DBLP DOI BibTeX RDF |
video archives, digital preservation |
81 | Eunyee Koh, Andruid Kerne, Jon Moeller |
Toward automatic generation of image-text document surrogates to optimize cognition. |
JCDL |
2009 |
DBLP DOI BibTeX RDF |
search representation, information extraction, surrogates |
71 | Andruid Kerne, Eunyee Koh, Steven M. Smith, Andrew M. Webb, Blake Dworaczyk |
combinFormation: Mixed-initiative composition of image and text surrogates promotes information discovery. |
ACM Trans. Inf. Syst. |
2008 |
DBLP DOI BibTeX RDF |
creative cognition, clustering, semantics, relevance feedback, software agents, field study, collections, exploratory search, Creativity support tools, information discovery, focused crawler, mixed-initiative systems |
64 | Andruid Kerne, Steven M. Smith, Hyun Choi, Ross Graeber, Daniel Caruso |
Evaluating navigational surrogate formats with divergent browsing tasks. |
CHI Extended Abstracts |
2005 |
DBLP DOI BibTeX RDF |
creative ideation, divergent thinking, evaluation, navigation, collections, information discovery, surrogates |
57 | Manos Tsagkias, Martha A. Larson, Maarten de Rijke |
Term clouds as surrogates for user generated speech. |
SIGIR |
2008 |
DBLP DOI BibTeX RDF |
term cloud, user generated spoken content, automatic speech recognition, tag cloud |
57 | Anthony Hughes, Todd Wilkens, Barbara M. Wildemuth, Gary Marchionini |
Text or Pictures? An Eyetracking Study of How People View Digital Video Surrogates. |
CIVR |
2003 |
DBLP DOI BibTeX RDF |
|
54 | Eunyee Koh, Daniel Caruso, Andruid Kerne, Ricardo Gutierrez-Osuna |
Elimination of junk document surrogate candidates through pattern recognition. |
ACM Symposium on Document Engineering |
2007 |
DBLP DOI BibTeX RDF |
document surrogate model, mixedinitiatives, quadratic classifier, semi-autonomous agents, pattern recognition, navigation, principal components analysis, surrogate |
54 | Egar Sanchez, Salvador A. Pintos, Néstor V. Queipo |
Toward an Optimal Ensemble of Kernel-based Approximations with Engineering Applications. |
IJCNN |
2006 |
DBLP DOI BibTeX RDF |
|
54 | Peter A. Boncz, Jan Flokstra, Torsten Grust, Maurice van Keulen, Stefan Manegold, K. Sjoerd Mullender, Jan Rittinger, Jens Teubner |
MonetDB/XQuery-Consistent and Efficient Updates on the Pre/Post Plane. |
EDBT |
2006 |
DBLP DOI BibTeX RDF |
|
48 | Rajesh Krishna Balan |
Powerful Change Part 2: Reducing the Power Demands of Mobile Devices. |
IEEE Pervasive Comput. |
2004 |
DBLP DOI BibTeX RDF |
fidelity adaptaion, data-staging surrogates, compute surrogates, Cyber foraging |
44 | Andruid Kerne, Eunyee Koh, Blake Dworaczyk, J. Michael Mistrot, Hyun Choi, Steven M. Smith, Ross Graeber, Daniel Caruso, Andrew M. Webb, Rodney Hill, Joel Albea |
combinFormation: a mixed-initiative system for representing collections as compositions of image and text surrogates. |
JCDL |
2006 |
DBLP DOI BibTeX RDF |
collections, information discovery, mixed-initiative systems |
44 | Barbara M. Wildemuth, Gary Marchionini, Meng Yang 0006, Gary Geisler, Todd Wilkens, Anthony Hughes, Richard Gruss |
How Fast Is Too Fast? Evaluating Fast Forward Surrogates for Digital Video. |
JCDL |
2003 |
DBLP DOI BibTeX RDF |
|
41 | Wei Ding, Gary Marchionini, Dagobert Soergel |
Multimodal Surrogates for Video Browsing. |
ACM DL |
1999 |
DBLP DOI BibTeX RDF |
abstracting methods, multimodal video surrogates, browsing, cognitive processes, multimedia information systems |
40 | Pensiri Manomaisupat, Bogdan Vrusias, Khurshid Ahmad 0001 |
Categorization of Large Text Collections: Feature Selection for Training Neural Networks. |
IDEAL |
2006 |
DBLP DOI BibTeX RDF |
Text categorisation, Selforganizing feature map (SOFM), Support vector machine (SVM), Feature selection, Information extraction |
40 | Yifeng Chen, Yanxiang He, Jiannong Cao 0001, Jie Wu 0001 |
A Greedy Algorithm for Capacity-Constrained Surrogate Placement in CDNs. |
NPC |
2005 |
DBLP DOI BibTeX RDF |
|
40 | Özgür Erçetin, Leandros Tassiulas |
Pricing and Peering Strategies of Differentiated Services Content Networks. |
ISCC |
2003 |
DBLP DOI BibTeX RDF |
|
40 | Michael G. Christel |
Accessing News Video Libraries through Dynamic Information Extraction, Summarization, and Visualization. |
Visual Interfaces to Digital Libraries |
2002 |
DBLP DOI BibTeX RDF |
|
37 | Gary Geisler, Gary Marchionini, Barbara M. Wildemuth, Anthony Hughes, Meng Yang 0006, Todd Wilkens, Richard Spinks |
Video browsing interfaces for the open video project. |
CHI Extended Abstracts |
2002 |
DBLP DOI BibTeX RDF |
browsing, test collection, digital video, video surrogates |
30 | Zongzhao Zhou, Yew-Soon Ong, Meng-Hiot Lim, Bu-Sung Lee |
Memetic algorithm using multi-surrogates for computationally expensive optimization problems. |
Soft Comput. |
2007 |
DBLP DOI BibTeX RDF |
Radial basis function, Memetic algorithm, Evolutionary optimization, Surrogate model, Polynomial regression |
30 | Amitay Isaacs, Tapabrata Ray, Warren F. Smith |
An Evolutionary Algorithm with Spatially Distributed Surrogates for Multiobjective Optimization. |
ACAL |
2007 |
DBLP DOI BibTeX RDF |
|
30 | Xavier Llorà, Kumara Sastry, Tian-Li Yu 0001, David E. Goldberg |
Do not match, inherit: fitness surrogates for genetics-based machine learning techniques. |
GECCO |
2007 |
DBLP DOI BibTeX RDF |
DSMGA, fitness estimation, surrogate fitness, xeCCS, learning classifier system, EDA, genetics-based machine learning |
30 | Dudy Lim, Yew-Soon Ong, Yaochu Jin, Bernhard Sendhoff |
A study on metamodeling techniques, ensembles, and multi-surrogates in evolutionary computation. |
GECCO |
2007 |
DBLP DOI BibTeX RDF |
evolutionary algorithm using approximation, surrogate-asssisted memetic algorithm |
30 | Steve Jones 0002, Matt Jones 0001, Shaleen Deo |
Using keyphrases as search result surrogates on small screen devices. |
Pers. Ubiquitous Comput. |
2004 |
DBLP DOI BibTeX RDF |
Searching, Usability evaluation, Keyphrase extraction, Small screen devices |
30 | Laura A. Slaughter, Ben Shneiderman, Gary Marchionini |
Comprehension and Object Recognition Capabilities for Presentations of Simultaneous Video Key Frame Surrogates. |
ECDL |
1997 |
DBLP DOI BibTeX RDF |
|
27 | Toyoaki Nishida |
Artifact-Mediated Society and Social Intelligence Design. |
Artificial Intelligence: An International Perspective |
2009 |
DBLP DOI BibTeX RDF |
|
27 | Xiang Feng, Francis C. M. Lau 0001, Daqi Gao |
Cache Allocation in CDN: An Evolutionary Game Generalized Particle Model. |
Complex (2) |
2009 |
DBLP DOI BibTeX RDF |
cache resource allocation, evolutionary game generalized particle model (G-GPM), distributed and parallel algorithm, Content Delivery Networks (CDN), placement algorithm |
27 | Tong Lin 0002, Laura I. Cervino, Xiaoli Tang, Nuno Vasconcelos, Steve B. Jiang |
Tumor Targeting for Lung Cancer Radiotherapy Using Machine Learning Techniques. |
ICMLA |
2008 |
DBLP DOI BibTeX RDF |
|
27 | Ali Khamene, Christian Schaller, Joachim Hornegger, Juan Carlos Celi, Barbara Ofstad, Eike Rietzel, X. Allen Li, An Tai, John E. Bayouth |
A Novel Image Based Verification Method for Respiratory Motion Management in Radiation Therapy. |
ICCV |
2007 |
DBLP DOI BibTeX RDF |
|
27 | Les Nelson, Elizabeth F. Churchill |
Mapmail: restructuring an email client for use in distributed teams. |
CHI Extended Abstracts |
2007 |
DBLP DOI BibTeX RDF |
application surrogacy, collaboration, communication, information sharing, email, distributed teams, repurposing |
27 | Omar Bashir, Omar Ghattas, Judith Hill, Bart G. van Bloemen Waanders, Karen Willcox |
Hessian-Based Model Reduction for Large-Scale Data Assimilation Problems. |
International Conference on Computational Science (1) |
2007 |
DBLP DOI BibTeX RDF |
Hes-sian matrix, optimization, inverse problem, Model reduction, data assimilation |
27 | Andruid Kerne, Eunyee Koh, Steven Smith, Hyun Choi, Ross Graeber, Andrew M. Webb |
Promoting emergence in information discovery by representing collections with composition. |
Creativity & Cognition |
2007 |
DBLP DOI BibTeX RDF |
creative cognition, collections, visual representations |
27 | Jaison Paul Mulerikkal, Ibrahim Khalil |
An Architecture for Distributed Content Delivery Network. |
ICON |
2007 |
DBLP DOI BibTeX RDF |
|
27 | Merdan Atajanov, Toshihiko Shimokawa, Norihiko Yoshida |
Autonomic Multi-server Distribution in Flash Crowds Alleviation Network. |
EUC Workshops |
2007 |
DBLP DOI BibTeX RDF |
Internet Load Distribution, Content Distribution Networks, Flash Crowds |
27 | Gary Marchionini |
Human performance measures for video retrieval. |
Multimedia Information Retrieval |
2006 |
DBLP DOI BibTeX RDF |
human-computer information retrieval, video retrieval, exploratory search, information interaction |
27 | Orland Hoeber, Xue Dong Yang |
Interactive Web Information Retrieval Using WordBars. |
Web Intelligence |
2006 |
DBLP DOI BibTeX RDF |
|
27 | Shahdad Irajpour, Sandeep K. Gupta 0001, Melvin A. Breuer |
Timing-Independent Testing of Crosstalk in the Presence of Delay Producing Defects Using Surrogate Fault Models. |
ITC |
2004 |
DBLP DOI BibTeX RDF |
|
24 | Fei-Yue Wang 0001 |
A Question for AAAI: Does AI Need a Reboot? |
IEEE Intell. Syst. |
2011 |
DBLP DOI BibTeX RDF |
Roger Schank, neats vs. scruffies, Web surrogates, Hiroaki Kitano, Intelligent Systems |
24 | Luis V. Santana-Quintero, Carlos A. Coello Coello, Alfredo García Hernández-Díaz |
Hybridizing surrogate techniques, rough sets and evolutionary algorithms to efficiently solve multi-objective optimization problems. |
GECCO |
2008 |
DBLP DOI BibTeX RDF |
multi-objective optimization, hybrid algorithms, surrogates |
24 | Henry Apfelbaum, Adar Pelah, Eli Peli |
Heading assessment by "tunnel vision" patients and control subjects standing or walking in a virtual reality environment. |
ACM Trans. Appl. Percept. |
2007 |
DBLP DOI BibTeX RDF |
retinitis pigmentosa (RP), tunnel vision, verisimilitude, optic flow, Locomotion, rehabilitation, low vision, walking, surrogates, treadmill |
24 | Kumara Sastry, Cláudio F. Lima, David E. Goldberg |
Evaluation relaxation using substructural information and linear estimation. |
GECCO |
2006 |
DBLP DOI BibTeX RDF |
evaluation relaxation, fitness surrogates, estimation of distribution algorithms, linear regression, speed-up, efficiency enhancement, extended compact genetic algorithms |
24 | Harold Wooster |
Letters to the editor: Do you use microfiche? |
Commun. ACM |
1968 |
DBLP DOI BibTeX RDF |
document surrogates, microfiche, user study |
17 | Atiyah Elsheikh |
Promising and worth-to-try future directions for advancing state-of-the-art surrogates methods of agent-based models in social and health computational sciences. |
CoRR |
2024 |
DBLP DOI BibTeX RDF |
|
17 | Phillip Semler, Martin Weiser |
Adaptive Gradient Enhanced Gaussian Process Surrogates for Inverse Problems. |
CoRR |
2024 |
DBLP DOI BibTeX RDF |
|
17 | Janina Schreiber, Pau Batlle, Damar Wicaksono, Michael Hecht |
PMBO: Enhancing Black-Box Optimization through Multivariate Polynomial Surrogates. |
CoRR |
2024 |
DBLP DOI BibTeX RDF |
|
17 | Ante Sikirica, Ivana Lucin, Marta Alvir, Lado Kranjcevic, Zoran Carija |
Computationally Efficient Optimisation of Elbow-Type Draft Tube Using Neural Network Surrogates. |
CoRR |
2024 |
DBLP DOI BibTeX RDF |
|
17 | Enrique B. Nueve, Bo Waggoner, Dhamma Kimpara, Jessie Finocchiaro |
Trading off Consistency and Dimensionality of Convex Surrogates for the Mode. |
CoRR |
2024 |
DBLP DOI BibTeX RDF |
|
17 | Sebastián Espinel-Ríos, José L. Avalos |
Hybrid physics-informed metabolic cybergenetics: process rates augmented with machine-learning surrogates informed by flux balance analysis. |
CoRR |
2024 |
DBLP DOI BibTeX RDF |
|
17 | Arturo de la Barcena, Collin Rhodes, John McCarroll, Marzia Cescon, Kerianne L. Hobbs |
Testing Spacecraft Formation Flying with Crazyflie Drones as Satellite Surrogates. |
CoRR |
2024 |
DBLP DOI BibTeX RDF |
|
17 | Sizhe Chen, Zhehao Huang, Qinghua Tao, Xiaolin Huang |
Query Attack by Multi-Identity Surrogates. |
IEEE Trans. Artif. Intell. |
2024 |
DBLP DOI BibTeX RDF |
|
17 | Kyle Mana, Fernando Acero, Stephen Mak, Parisa Zehtabi, Michael Cashmore, Daniele Magazzeni, Manuela Veloso |
Accelerating Cutting-Plane Algorithms via Reinforcement Learning Surrogates. |
AAAI |
2024 |
DBLP DOI BibTeX RDF |
|
17 | Jizhou Liu, Eric Tchetgen Tchetgen, Carlos Varjão |
Proximal Causal Inference for Synthetic Control with Surrogates. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
17 | Jonathan So, Richard E. Turner |
Optimising Distributions with Natural Gradient Surrogates. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
17 | Bashar L. Ammari, Emma S. Johnson, Georgia Stinchfield, Taehun Kim, Michael Bynum 0001, William E. Hart, Joshua Pulsipher, Carl D. Laird |
Linear model decision trees as surrogates in optimization of engineering applications. |
Comput. Chem. Eng. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Zhenyi Yuan, Guido Cavraro, Jorge Cortés 0001 |
Constraints on OPF Surrogates for Learning Stable Local Volt/Var Controllers. |
IEEE Control. Syst. Lett. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Alex Renda, Yi Ding 0006, Michael Carbin |
Turaco: Complexity-Guided Data Sampling for Training Neural Surrogates of Programs. |
Proc. ACM Program. Lang. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Annie Sauer, Robert B. Gramacy, David Higdon |
Active Learning for Deep Gaussian Process Surrogates. |
Technometrics |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Sibo Cheng, Yike Guo, Rossella Arcucci |
A Generative Model for Surrogates of Spatial-Temporal Wildfire Nowcasting. |
IEEE Trans. Emerg. Top. Comput. Intell. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Shengyuan Xiao, Zhenming Peng, Fusong Li |
Infrared Cirrus Detection Using Non-Convex Rank Surrogates for Spatial-Temporal Tensor. |
Remote. Sens. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Dongdong Zhang, Shaohua Pan, Shujun Bi, Defeng Sun |
Zero-norm regularized problems: equivalent surrogates, proximal MM method and statistical error bound. |
Comput. Optim. Appl. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Caie Hu, Sanyou Zeng, Changhe Li |
An Uncertainty Measure for Prediction of Non-Gaussian Process Surrogates. |
Evol. Comput. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Genghui Li, Lindong Xie, Zhenkun Wang, Huajun Wang, Maoguo Gong |
Evolutionary algorithm with individual-distribution search strategy and regression-classification surrogates for expensive optimization. |
Inf. Sci. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Junfeng Nie, Zhuoran Yu, Junli Li |
Multi-Objective Optimization of the Robustness of Complex Networks Based on the Mixture of Weighted Surrogates. |
Axioms |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Daniel Drzisga, Andreas Wagner, Barbara I. Wohlmuth |
A Matrix-Free ILU Realization Based on Surrogates. |
SIAM J. Sci. Comput. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Pengcheng Ye, Guang Pan |
Multi-surrogates and multi-points infill strategy-based global optimization method. |
Eng. Comput. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Katiana Kontolati, Somdatta Goswami, Michael D. Shields, George Em Karniadakis |
On the influence of over-parameterization in manifold based surrogates and deep neural operators. |
J. Comput. Phys. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Thomas J. Grady II, Rishi Khan, Mathias Louboutin, Ziyi Yin 0002, Philipp A. Witte, Ranveer Chandra, Russell J. Hewett, Felix J. Herrmann |
Model-parallel Fourier neural operators as learned surrogates for large-scale parametric PDEs. |
Comput. Geosci. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Stuart R. Mead, Jonathan Procter, Mark Bebbington |
Probabilistic volcanic mass flow hazard assessment using statistical surrogates of deterministic simulations. |
Comput. Geosci. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Raphaël Pestourie, Youssef Mroueh, Chris Rackauckas, Payel Das, Steven G. Johnson |
Physics-enhanced deep surrogates for partial differential equations. |
Nat. Mac. Intell. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Pelin Ersin, Emma Hayes, Peter Matthews, Paramjyoti Mohapatra, Elisa Negrini, Karl Schulz |
Applications of ML-Based Surrogates in Bayesian Approaches to Inverse Problems. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Leonid Erlygin, Vladimir Zholobov, Valeriia Baklanova, Evgeny Sokolovskiy, Alexey Zaytsev 0002 |
Uncertainty estimation for time series forecasting via Gaussian process regression surrogates. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Egon Persak, Miguel F. Anjos |
Learning Deterministic Surrogates for Robust Convex QCQPs. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Tamara A. Pereira, Erik Nascimento, Lucas E. Resck, Diego Mesquita, Amauri H. Souza |
Distill n' Explain: explaining graph neural networks using simple surrogates. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Lucas Thibaut Meyer, Marc Schouler, Robert Alexander Caulk, Alejandro Ribés, Bruno Raffin |
High Throughput Training of Deep Surrogates from Large Ensemble Runs. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Jonathan So, Richard E. Turner |
Optimising Distributions with Natural Gradient Surrogates. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Sibo Cheng, Yike Guo, Rossella Arcucci |
A generative model for surrogates of spatial-temporal wildfire nowcasting. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Yoeri Poels, Gijs Derks, Egbert Westerhof, Koen Minartz, Sven Wiesen, Vlado Menkovski |
Fast Dynamic 1D Simulation of Divertor Plasmas with Neural PDE Surrogates. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Yadong Zhang, Pranav M. Karve, Sankaran Mahadevan |
Power grid operational risk assessment using graph neural network surrogates. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Ron Teichner, Naama Brenner, Ron Meir |
Identifying Dynamic Regulation with Adversarial Surrogates. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Khemraj Shukla, Vivek Oommen, Ahmad Peyvan, Michael Penwarden, Luis Bravo, Anindya Ghoshal, Robert M. Kirby, George Em Karniadakis |
Deep neural operators can serve as accurate surrogates for shape optimization: A case study for airfoils. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Mengjia Zhu, Alberto Bemporad |
Global and Preference-based Optimization with Mixed Variables using Piecewise Affine Surrogates. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Agnimitra Sengupta, S. Ilgin Guler, Vikash V. Gayah, Shannon Warchol |
Evaluating the reliability of automatically generated pedestrian and bicycle crash surrogates. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Zhenyi Yuan, Guido Cavraro, Jorge Cortés 0001 |
Constraints on OPF Surrogates for Learning Stable Local Volt/Var Controllers. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Jinbin Huang, Wenbin He, Liang Gou, Liu Ren, Chris Bryan |
InterVLS: Interactive Model Understanding and Improvement with Vision-Language Surrogates. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Yucen Lily Li, Tim G. J. Rudner, Andrew Gordon Wilson |
A Study of Bayesian Neural Network Surrogates for Bayesian Optimization. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Gianluca Fabiani, Nikolaos Evangelou, Tianqi Cui, Juan M. Bello-Rivas, Cristina P. Martin-Linares, Constantinos I. Siettos, Ioannis G. Kevrekidis |
Tasks Makyth Models: Machine Learning Assisted Surrogates for Tipping Points. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Jonathan Wilder Lavington, Sharan Vaswani, Reza Babanezhad 0001, Mark Schmidt 0001, Nicolas Le Roux |
Target-based Surrogates for Stochastic Optimization. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Camille Olivia Little, Debolina Halder Lina, Genevera I. Allen |
Fair Feature Importance Scores for Interpreting Tree-Based Methods and Surrogates. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Anshul Nasery, Hardik Shah, Arun Sai Suggala, Prateek Jain 0002 |
End-to-End Neural Network Compression via 1/2 Regularized Latency Surrogates. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Ziyi Yin 0002, Rafael Orozco, Mathias Louboutin, Felix J. Herrmann |
Solving multiphysics-based inverse problems with learned surrogates and constraints. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Brian R. Bartoldson, Yeping Hu, Amar Saini, Jose Cadena, Yucheng Fu, Jie Bao, Zhijie Xu, Brenda Ng, Phan Nguyen |
Scientific Computing Algorithms to Learn Enhanced Scalable Surrogates for Mesh Physics. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Emmanouil Krasanakis, Symeon Papadopoulos |
Graph Neural Network Surrogates of Fair Graph Filtering. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Joel Dyer, Nicholas Bishop, Yorgos Felekis, Fabio Massimo Zennaro, Anisoara Calinescu, Theodoros Damoulas, Michael J. Wooldridge |
Interventionally Consistent Surrogates for Agent-based Simulators. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Matthew L. Olson, Shusen Liu 0001, Jayaraman J. Thiagarajan, Bogdan Kustowski, Weng-Keen Wong, Rushil Anirudh |
Transformer-Powered Surrogates Close the ICF Simulation-Experiment Gap with Extremely Limited Data. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Sebastián Espinel-Ríos, José L. Avalos |
Linking intra- and extra-cellular metabolic domains via neural-network surrogates for dynamic metabolic control. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Tobias Ehring, Bernard Haasdonk |
Hermite kernel surrogates for the value function of high-dimensional nonlinear optimal control problems. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Yunpyo An, Suyeong Park, Kwang In Kim |
Active Deep Learning Guided by Efficient Gaussian Process Surrogates. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
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