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Analogy Between Concepts (Extended Abstract)

Nelly Barbot, Laurent Miclet, Henri Prade
2020 Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence  
In this paper, we more particularly consider "relational proportions" of the form "object A has the same relationship with attribute a as object B with attribute b".  ...  Acknowledgments The author wishes to thank José Camacho-Collados for his remarks on earlier versions of the work, Bianca Scarlini for proofreading the manuscript and Roberto Navigli for his advice and  ...  Therefore, Loureiro and Jorge (2019) elaborated more on this idea and, first replaced ELMo with BERT and second, extended the sense coverage to all WordNet's meanings by exploiting the relations within  ... 
doi:10.24963/ijcai.2020/687 dblp:conf/ijcai/Pasini20 fatcat:thwkuli3wfehljpqpuuvd66jky

Lowering the barrier to applying machine learning

Kayur Patel
2010 Proceedings of the 28th of the international conference extended abstracts on Human factors in computing systems - CHI EA '10  
In this chapter, I explore how these tools can be extended, and I conclude my dissertation.  ...  All of these tools are built on common abstractions. Heer and Agarwala have encoded these abstractions as design patterns [56] .  ... 
doi:10.1145/1753846.1753882 dblp:conf/chi/Patel10 fatcat:ctphoo6owzfnpf53ihq7kjix3e

The Graph Exploration Problem with Advice [article]

Hans-Joachim Böckenhauer and Janosch Fuchs and Walter Unger
2018 arXiv   pre-print
In this work, we present algorithms with an advice complexity of O(m+n), thus improving the classical bound for sparse graphs.  ...  The graph exploration problem is a theoretical and abstract model, where an algorithm has to decide how the agent, also called explorer, moves through a network such that every point of interest is visited  ...  [5] in this XX:4 The Graph Exploration Problem with Advice Table 1 Upper bounds on the advice complexity of graph exploration graph model exploration upper bound unknown directed cyclic 2n + 23m unknown  ... 
arXiv:1804.06675v1 fatcat:dxdwhf7llfbbhgfu3apbcciuva

Human-Guided Learning of Column Networks: Augmenting Deep Learning with Advice [article]

Mayukh Das, Yang Yu, Devendra Singh Dhami, Gautam Kunapuli, Sriraam Natarajan
2019 arXiv   pre-print
with noisy/sparse samples.  ...  However, sparse, noisy samples and structured domains (with multiple objects and interactions) are some of the open challenges in most deep models.  ...  Applying advice to models has been a long explored problem to construct more robust models to noisy data [12, 26, 47, 23, 37] .  ... 
arXiv:1904.06950v1 fatcat:yfakalycwnajbbsbo7vcsruhvq

Gene-Expression Omnibus integration and clustering Tools in SeqExpress

J. Boyle
2005 Bioinformatics  
The cluster generation methods have been specialized to deal with aspects of the sparseness and extreme values that occur within microarray data.  ...  Visualizations are provided both to explore and compare the results of the cluster generation algorithms.  ...  ACKNOWLEDGEMENT The author would like to thank Tanya Barrett from the NCBI for providing advice on the structure and format of GEO, and George Karypis from the University of Minnesota for the permission  ... 
doi:10.1093/bioinformatics/bti355 pmid:15746290 fatcat:a3gvgckcufdzxevnmjjhjcznuy

Front Matter, Table of Contents, Preface, Organization, List of Authors

Ioannis Chatzigiannakis, Michael Mitzenmacher, Yuval Rabani, Davide Sangiorgi, Marc Herbstritt
2016 International Colloquium on Automata, Languages and Programming  
We wish to thank all authors who submitted extended abstracts for consideration, the Program Committees for their scholarly effort, and all referees who assisted the Program Committees in the evaluation  ...  Three satellite events of ICALP were held on 14 July, 2017: SSG: Algorithms and Structure for Sparse Graphs AVeRTS: Algorithmic Verification of Real-Time Systems SP: Separability Problems EA TC  ... 
doi:10.4230/lipics.icalp.2016.0 dblp:conf/icalp/X16 fatcat:lzsx5hctcfe3tndgnxm7h7cru4

User engagement by user-centred design in e-Health

A. Sutcliffe, S. Thew, O. De Bruijn, I. Buchan, P. Jarvis, J. McNaught, R. Procter
2010 Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences  
Prototyping and storyboarding techniques were used to explore design options with users as well as specifying functionality for two versions of the software to meet the needs of novice and expert users  ...  The results of the design exploration requirements analysis study are reported. The implications of scenario-based design exploration, participatory design and user engagement are discussed.  ...  -Expert advisors: classes which implement the statistics and visualization experts, with dataset monitors to trigger advice.  ... 
doi:10.1098/rsta.2010.0141 pmid:20679132 fatcat:fqlmvzedxfbirf7v2kra4s4ooq

Efficient Reinforcement Learning from Demonstration via Bayesian Network-Based Knowledge Extraction

Yichuan Zhang, Yixing Lan, Qiang Fang, Xin Xu, Junxiang Li, Yujun Zeng, Ahmed Mostafa Khalil
2021 Computational Intelligence and Neuroscience  
learning and inference based on the abstract data set, which will yield the coarse policy with corresponding confidence.  ...  The proposed RLBNK method takes advantage of node influence with the Wasserstein distance metric (NIW) algorithm to obtain abstract concepts from demonstrations and then a Bayesian network conducts knowledge  ...  Compared with fuzzy rules, Bayesian networks can extract the probabilistic knowledge with minimal human efforts. e requesting confidence-moderated policy advice (RCMP) algorithm [31] also utilizes uncertainty  ... 
doi:10.1155/2021/7588221 pmid:34603434 pmcid:PMC8486502 fatcat:hvjdbrpjxrbznntrrur4omz32m

Finite and Algorithmic Model Theory (Dagstuhl Seminar 17361)

Anuj Dawar, Erich Grädel, Phokion G. Kolaitis, Thomas Schwentick, Marc Herbstritt
2018 Dagstuhl Reports  
We formalize agent-based models as stochastic processes whose states are metafinite models, and we define a notion of abstraction.  ...  Our main results are conditions that imply an abstraction is sound, and further conditions that imply it preserves the Markov property.  ...  We study structures that are automatic with advice.  ... 
doi:10.4230/dagrep.7.9.1 dblp:journals/dagstuhl-reports/DawarGKS17 fatcat:teyilwvdgrd6tch2gdb4d4dd5m

STAR: A Benchmark for Situated Reasoning in Real-World Videos

Bo Wu, Shoubin Yu, Zhenfang Chen, Josh Tenenbaum, Chuang Gan
2021 Neural Information Processing Systems  
This benchmark is built upon the realworld videos associated with human actions or interactions, which are naturally dynamic, compositional, and logical.  ...  The answering logic of each question is represented by a functional program based on a situation hyper-graph.  ...  Thanks also to Jingwei Ji for the discussion and Steven Purdy for the legal advice.  ... 
dblp:conf/nips/WuYC0G21 fatcat:zruvtrvf4jdklcgkkcrtfpblke

Xoc, an extension-oriented compiler for systems programming

Russ Cox, Tom Bergan, Austin T. Clements, Frans Kaashoek, Eddie Kohler
2008 ACM SIGOPS Operating Systems Review  
Today's system programmers go to great lengths to extend the languages in which they program.  ...  Extensions built using xoc include xsparse, a 345-line extension that mimics Sparse, Linux's C front end, and xlambda, a 170line extension that adds function expressions to C.  ...  Acknowledgments Todd Millstein provided much useful advice on the design of xoc. Robert Grimm provided advice on using xtc. The anonymous reviewers gave valuable feedback on an earlier draft.  ... 
doi:10.1145/1353535.1346312 fatcat:mzk3osz4ivbazal6o2jicn6rjy

Xoc, an extension-oriented compiler for systems programming

Russ Cox, Tom Bergan, Austin T. Clements, Frans Kaashoek, Eddie Kohler
2008 SIGPLAN notices  
Today's system programmers go to great lengths to extend the languages in which they program.  ...  Extensions built using xoc include xsparse, a 345-line extension that mimics Sparse, Linux's C front end, and xlambda, a 170line extension that adds function expressions to C.  ...  Acknowledgments Todd Millstein provided much useful advice on the design of xoc. Robert Grimm provided advice on using xtc. The anonymous reviewers gave valuable feedback on an earlier draft.  ... 
doi:10.1145/1353536.1346312 fatcat:ujrl7jxihnfxddpdos7dql6xdq

Xoc, an extension-oriented compiler for systems programming

Russ Cox, Tom Bergan, Austin T. Clements, Frans Kaashoek, Eddie Kohler
2008 SIGARCH Computer Architecture News  
Today's system programmers go to great lengths to extend the languages in which they program.  ...  Extensions built using xoc include xsparse, a 345-line extension that mimics Sparse, Linux's C front end, and xlambda, a 170line extension that adds function expressions to C.  ...  Acknowledgments Todd Millstein provided much useful advice on the design of xoc. Robert Grimm provided advice on using xtc. The anonymous reviewers gave valuable feedback on an earlier draft.  ... 
doi:10.1145/1353534.1346312 fatcat:hnezii322nbdtchxcxvvilajke

Xoc, an extension-oriented compiler for systems programming

Russ Cox, Tom Bergan, Austin T. Clements, Frans Kaashoek, Eddie Kohler
2008 Proceedings of the 13th international conference on Architectural support for programming languages and operating systems - ASPLOS XIII  
Today's system programmers go to great lengths to extend the languages in which they program.  ...  Extensions built using xoc include xsparse, a 345-line extension that mimics Sparse, Linux's C front end, and xlambda, a 170line extension that adds function expressions to C.  ...  Acknowledgments Todd Millstein provided much useful advice on the design of xoc. Robert Grimm provided advice on using xtc. The anonymous reviewers gave valuable feedback on an earlier draft.  ... 
doi:10.1145/1346281.1346312 dblp:conf/asplos/CoxBCKK08 fatcat:pn3odayu6zaqlcnim7ilpycckm

How people read sociograms: a questionnaire study

Weidong Huang, Seok-Hee Hong, Peter Eades
2006 IEEE Pacific Visualization Symposium  
We relate qualitative questionnaire results with quantitative findings and discuss their implications for sociogram design.  ...  Sociogram has been used as a major means to assist people in exploring and understanding social networks, and communicating their understandings with Figure 1 : Advice network formed by an auditing team  ...  Instead of aesthetics, Ghoniem et al. [2004] compared readability effects of two visual representations (node-edge and matrix-based representations of abstract graphs) and graph intrinsic properties  ... 
dblp:conf/apvis/HuangHE06 fatcat:clslpin5mbc4xofp5pkftvqhga
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