Research output per year
Research output per year
- 48 results
Search results
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2024
Imitation of Life: A Search Engine for Biologically Inspired Design
Emuna, H., Borenstein, N., Qian, X., Kang, H., Chan, J., Kittur, A. & Shahaf, D., 25 Mar 2024, Technical Tracks 14. Wooldridge, M., Dy, J. & Natarajan, S. (eds.). 1 ed. p. 503-511 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 38, no. 1).The Hebrew University of Jerusalem
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
ParallelPARC: A Scalable Pipeline for Generating Natural-Language Analogies
Sultan, O., Bitton, Y., Yosef, R. & Shahaf, D., 2024, Long Papers. Duh, K., Gomez, H. & Bethard, S. (eds.). Association for Computational Linguistics (ACL), p. 5900-5924 25 p. (Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2024; vol. 1).The Hebrew University of Jerusalem
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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State of What Art? A Call for Multi-Prompt LLM Evaluation
Mizrahi, M., Kaplan, G., Malkin, D., Dror, R., Shahaf, D. & Stanovsky, G., 2024, In: Transactions of the Association for Computational Linguistics. 12, p. 933-949 17 p.University of Haifa, The Hebrew University of Jerusalem
Research output: Contribution to journal › Article › peer-review
Open Access -
Visual Editing with LLM-based Tool Chaining: An Efficient Distillation Approach for Real-Time Applications
Sultan, O., Khasin, A., Shiran, G., Greenstein-Messica, A. & Shahaf, D., 2024, EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Industry Track. Dernoncourt, F., Preotiuc-Pietro, D. & Shimorina, A. (eds.). Association for Computational Linguistics (ACL), p. 1286-1304 19 p. (EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Industry Track).The Hebrew University of Jerusalem
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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2023
FAME: Flexible, Scalable Analogy Mappings Engine
Jacob, S., Shani, C. & Shahaf, D., 2023, EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings. Bouamor, H., Pino, J. & Bali, K. (eds.). Association for Computational Linguistics (ACL), p. 16426-16442 17 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).The Hebrew University of Jerusalem
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
IRFL: Image Recognition of Figurative Language
Yosef, R., Bitton, Y. & Shahaf, D., 2023, Findings of the Association for Computational Linguistics: EMNLP 2023. Association for Computational Linguistics (ACL), p. 1044-1058 15 p. (Findings of the Association for Computational Linguistics: EMNLP 2023).The Hebrew University of Jerusalem
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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The Lean Data Scientist: Recent Advances toward Overcoming the Data Bottleneck
Shani, C., Zarecki, J. & Shahaf, D., 20 Jan 2023, In: Communications of the ACM. 66, 2, p. 92-102 11 p.The Hebrew University of Jerusalem
Research output: Contribution to journal › Review article › peer-review
Open Access -
The value of parental medical records for the prediction of diabetes and cardiovascular disease: a novel method for generating and incorporating family histories
Barak-Corren, Y., Tsurel, D., Keidar, D., Gofer, I., Shahaf, D., Leventer-Roberts, M., Barda, N. & Reis, B. Y., 1 Dec 2023, In: Journal of the American Medical Informatics Association : JAMIA. 30, 12, p. 1915-1924 10 p.The Hebrew University of Jerusalem
Research output: Contribution to journal › Article › peer-review
Open Access -
Towards Concept-Aware Large Language Models
Shani, C., Vreeken, J. & Shahaf, D., 2023, Findings of the Association for Computational Linguistics: EMNLP 2023. Association for Computational Linguistics (ACL), p. 13158-13170 13 p. (Findings of the Association for Computational Linguistics: EMNLP 2023).The Hebrew University of Jerusalem
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
VASR: Visual Analogies of Situation Recognition
Bitton, Y., Yosef, R., Strugo, E., Shahaf, D., Schwartz, R. & Stanovsky, G., 27 Jun 2023, AAAI-23 Technical Tracks 1. Williams, B., Chen, Y. & Neville, J. (eds.). p. 241-249 9 p. (Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023; vol. 37).The Hebrew University of Jerusalem
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
2022
"Alexa, Do You Want to Build a Snowman?" Characterizing Playful Requests to Conversational Agents
Shani, C., Libov, A., Tolmach, S., Lewin-Eytan, L., Maarek, Y. & Shahaf, D., 27 Apr 2022, CHI 2022 - Extended Abstracts of the 2022 CHI Conference on Human Factors in Computing Systems. p. 423:1-423:7 7 p. 423. (Conference on Human Factors in Computing Systems - Proceedings).The Hebrew University of Jerusalem
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Augmenting Scientific Creativity with an Analogical Search Engine
Kang, H. B., Qian, X., Hope, T., Shahaf, D., Chan, J. & Kittur, A., 16 Nov 2022, In: ACM Transactions on Computer-Human Interaction. 29, 6, p. 57:1-57:36 36 p., 57.The Hebrew University of Jerusalem
Research output: Contribution to journal › Article › peer-review
Open Access -
Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs
Richardson, K., Tamari, R., Sultan, O., Tsarfaty, R., Shahaf, D. & Sabharwal, A., 2022, p. 9703-9719. 17 p.Bar-Ilan University, The Hebrew University of Jerusalem
Research output: Contribution to conference › Paper › peer-review
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Cards Against AI: Predicting Humor in a Fill-in-the-blank Party Game
Ofer, D. & Shahaf, D., 2022, p. 5426-5432. 7 p.The Hebrew University of Jerusalem
Research output: Contribution to conference › Paper › peer-review
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Dyna-bAbI: unlocking bAbI’s potential with dynamic synthetic benchmarking
Tamari, R., Richardson, K., Kahlon, N., Sar-Shalom, A., Liu, N. F., Tsarfaty, R. & Shahaf, D., 2022, *SEM 2022 - 11th Joint Conference on Lexical and Computational Semantics, Proceedings of the Conference. Nastase, V., Pavlick, E., Pilehvar, M. T., Camacho-Collados, J. & Raganato, A. (eds.). Association for Computational Linguistics (ACL), p. 101-122 22 p. (*SEM 2022 - 11th Joint Conference on Lexical and Computational Semantics, Proceedings of the Conference).Bar-Ilan University, The Hebrew University of Jerusalem
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
From Users to (Sense)Makers: On the Pivotal Role of Stigmergic Social Annotation in the Quest for Collective Sensemaking
Tamari, R., Friedman, D., Fischer, W., Hebert, L. & Shahaf, D., 28 Jun 2022, HT 2022: 33rd ACM Conference on Hypertext and Social Media - Co-located with ACM WebSci 2022 and ACM UMAP 2022. p. 236-239 4 p. (HT 2022: 33rd ACM Conference on Hypertext and Social Media - Co-located with ACM WebSci 2022 and ACM UMAP 2022).The Hebrew University of Jerusalem
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Life is a Circus and We are the Clowns: Automatically Finding Analogies between Situations and Processes
Sultan, O. & Shahaf, D., 2022, p. 3547-3562. 16 p.The Hebrew University of Jerusalem
Research output: Contribution to conference › Paper › peer-review
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Scaling Creative Inspiration with Fine-Grained Functional Aspects of Ideas
Hope, T., Tamari, R., Hershcovich, D., Kang, H. B., Chan, J., Kittur, A. & Shahaf, D., 29 Apr 2022, CHI 2022 - Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems. p. 12:1-12:15 15 p. 12. (Conference on Human Factors in Computing Systems - Proceedings).The Hebrew University of Jerusalem
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
2021
50 Ways to Bake a Cookie: Mapping the Landscape of Procedural Texts
Mizrahi, M. & Shahaf, D., 26 Oct 2021, CIKM 2021 - Proceedings of the 30th ACM International Conference on Information and Knowledge Management. p. 1304-1314 11 p. (International Conference on Information and Knowledge Management, Proceedings).The Hebrew University of Jerusalem
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Catchphrase: Automatic Detection of Cultural References
Sweed, N. & Shahaf, D., 2021, ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 1-7 7 p. (ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference; vol. 2).The Hebrew University of Jerusalem
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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How did this get funded?! Automatically identifying quirky scientific achievements
Shani, C., Borenstein, N. & Shahaf, D., 2021, ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 14-28 15 p. (ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference).The Hebrew University of Jerusalem
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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2020
Coming to terms: Automatic formation of neologisms in Hebrew
Mizrahi, M., Seelig, S. Y. & Shahaf, D., 2020, Findings of the Association for Computational Linguistics Findings of ACL: EMNLP 2020. Association for Computational Linguistics (ACL), p. 4918-4929 12 p. (Findings of the Association for Computational Linguistics Findings of ACL: EMNLP 2020).The Hebrew University of Jerusalem
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Ecological Semantics: Programming Environments for Situated Language Understanding
Tamari, R., Stanovsky, G., Shahaf, D. & Tsarfaty, R., 2020, In: CoRR. abs/2003.04567Research output: Contribution to journal › Article › peer-review
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E-Commerce Dispute Resolution Prediction
Tsurel, D., Doron, M., Nus, A., Dagan, A., Guy, I. & Shahaf, D., 19 Oct 2020, CIKM 2020 - Proceedings of the 29th ACM International Conference on Information and Knowledge Management. p. 1465-1474 10 p. (International Conference on Information and Knowledge Management, Proceedings).The Hebrew University of Jerusalem
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Language (re)modelling: Towards embodied language understanding
Tamari, R., Shani, C., Hope, T., Petruck, M. R. L., Abend, O. & Shahaf, D., 2020, ACL 2020 - 58th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 6268-6281 14 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).The Hebrew University of Jerusalem
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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2019
Discovering unexpected local nonlinear interactions in scientific black-box models
Doron, M., Segev, I. & Shahaf, D., 25 Jul 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 425-435 11 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).The Hebrew University of Jerusalem
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Erratum: Scaling up analogical innovation with crowds and AI (Proceedings of the National Academy of Sciences of the United States of America (2019) 116 (1870-1877) DOI: 10.1073/pnas.1807185116)
Kittur, A., Yu, L., Hope, T., Chan, J., Lifshitz-Assaf, H., Gilon, K., Ng, F., Kraut, R. E. & Shahaf, D., 2019, In: Proceedings of the National Academy of Sciences of the United States of America. 116, 33, p. 16654 1 p.The Hebrew University of Jerusalem
Research output: Contribution to journal › Comment/debate
Open Access -
Playing by the Book: An Interactive Game Approach for Action Graph Extraction from Text
Tamari, R., Shindo, H., Shahaf, D. & Matsumoto, Y., 1 Jun 2019, Proceedings of the Workshop on Extracting Structured Knowledge from Scientific Publications. Minneapolis, Minnesota, p. 62-71 10 p.The Hebrew University of Jerusalem
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Scaling up analogical innovation with crowds and AI
Kittur, A., Yu, L., Hope, T., Chan, J., Lifshitz-Assaf, H., Gilon, K., Ng, F., Kraut, R. E. & Shahaf, D., 2019, In: Proceedings of the National Academy of Sciences of the United States of America. 116, 6, p. 1870-1877 8 p.The Hebrew University of Jerusalem
Research output: Contribution to journal › Article › peer-review
Open Access -
2018
Accelerating innovation through analogy mining
Hope, T., Chan, J., Kittur, A. & Shahaf, D., 2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). p. 5274-5278 5 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2018-July).The Hebrew University of Jerusalem
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Analogy mining for specific design needs
Gilon, K., Chan, J., Ng, F. Y., Lifshitz-Assaf, H., Kittur, A. & Shahaf, D., 20 Apr 2018, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. (Conference on Human Factors in Computing Systems - Proceedings; vol. 2018-April).The Hebrew University of Jerusalem
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Ballpark crowdsourcing: The wisdom of rough group comparisons
Hope, T. & Shahaf, D., 2 Feb 2018, WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining. p. 234-242 9 p. (WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining; vol. 2018-Febuary).The Hebrew University of Jerusalem
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Inside Jokes: Identifying Humorous Cartoon Captions Algorithmically
Shahaf, D., Horvitz, E. & Mankoff, R., 1 Jan 2018, The Languages of Humor: Verbal, Visual, and Physical Humor. Bloomsbury Publishing Plc., p. 167-187 21 p.The Hebrew University of Jerusalem
Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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Solvent: A mixed initiative system for finding analogies between research papers
Chan, J., Chang, J. C., Hope, T., Shahaf, D. & Kittur, A., Nov 2018, In: Proceedings of the ACM on Human-Computer Interaction. 2, CSCW, 31.The Hebrew University of Jerusalem
Research output: Contribution to journal › Article › peer-review
Open Access -
Tractable near-optimal policies for crawling
Azar, Y., Horvitz, E., Lubetzky, E., Peres, Y. & Shahaf, D., 7 Aug 2018, In: Proceedings of the National Academy of Sciences of the United States of America. 115, 32, p. 8099-8103 5 p.Tel Aviv University, The Hebrew University of Jerusalem
Research output: Contribution to journal › Article › peer-review
Open Access -
2017
Accelerating innovation through analogy mining
Hope, T., Chan, J., Kittur, A. & Shahaf, D., 13 Aug 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 235-243 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F129685).The Hebrew University of Jerusalem
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Fun facts: Automatic trivia fact extraction from wikipedia
Tsurel, D., Pelleg, D., Guy, I. & Shahaf, D., 2 Feb 2017, WSDM 2017 - Proceedings of the 10th ACM International Conference on Web Search and Data Mining. p. 345-354 10 p. (WSDM 2017 - Proceedings of the 10th ACM International Conference on Web Search and Data Mining).Ben-Gurion University of the Negev, The Hebrew University of Jerusalem
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Learning to route
Valadarsky, A., Schapira, M., Shahaf, D. & Tamar, A., 30 Nov 2017, HotNets 2017 - Proceedings of the 16th ACM Workshop on Hot Topics in Networks. p. 185-191 7 p. (HotNets 2017 - Proceedings of the 16th ACM Workshop on Hot Topics in Networks).The Hebrew University of Jerusalem
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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2016
A hard look at soft concepts
Shahaf, D., 2016, In: IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 4082-4085 4 p.The Hebrew University of Jerusalem
Research output: Contribution to journal › Conference article › peer-review
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Ballpark learning: Estimating labels from rough group comparisons
Hope, T. & Shahaf, D., 2016, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2016, Proceedings. Landwehr, N., Giuseppe, J., Manco, G. & Frasconi, P. (eds.). Springer Verlag, p. 299-314 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9852 LNAI).The Hebrew University of Jerusalem
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Scaling up analogy with crowdsourcing and machine learning
Chan, J., Hope, T., Shahaf, D. & Kittur, A., 2016, In: CEUR Workshop Proceedings. 1815, p. 31-40 10 p.The Hebrew University of Jerusalem
Research output: Contribution to journal › Conference article › peer-review
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2015
Information cartography
Shahaf, D., Guestrin, C., Horvitz, E. & Leskovec, J., Nov 2015, In: Communications of the ACM. 58, 11, p. 62-73 12 p.Research output: Contribution to journal › Article › peer-review
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Inside jokes: Identifying humorous cartoon captions
Shahaf, D., Horvitz, E. & Mankoff, R., 10 Aug 2015, KDD 2015 - Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. p. 1065-1074 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2015-August).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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2013
Information cartography: Creating zoomable, large-scale maps of information
Shahaf, D., Yang, J., Suen, C., Jacobs, J., Wang, H. & Leskovec, J., 11 Aug 2013, KDD 2013 - 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Parekh, R., He, J., Inderjit, D. S., Bradley, P., Koren, Y., Ghani, R., Senator, T. E., Grossman, R. L. & Uthurusamy, R. (eds.). p. 1097-1105 9 p. 2487690. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F128815).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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2012
Connecting two (or less) dots: Discovering structure in news articles
Shahaf, D. & Guestrin, C., Feb 2012, In: ACM Transactions on Knowledge Discovery from Data. 5, 4, 24.Research output: Contribution to journal › Article › peer-review
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Metro maps of science
Shahaf, D., Guestrin, C. & Horvitz, E., 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 1122-1130 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Trains of thought: Generating information maps
Shahaf, D., Guestrin, C. & Horvitz, E., 2012, WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web. p. 899-908 10 p. (WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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2011
Connecting the dots between news articles
Shahaf, D. & Guestrin, C., 2011, IJCAI 2011 - 22nd International Joint Conference on Artificial Intelligence. p. 2734-2739 6 p. (IJCAI International Joint Conference on Artificial Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review