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| 1 | +papers: |
| 2 | + |
| 3 | + - title: "Testing for Arbitrary Interference on Experimentation Platforms." |
| 4 | + authors: "Jean Pouget-Abadie, Guillaume Saint-Jacques<sup>‡</sup>, <b>Martin Saveski<sup>‡</sup></b>, Weitao Duan, Souvik Ghosh, Ya Xu, Edo Airoldi" |
| 5 | + venue: "Biometrika. 2019." |
| 6 | + paper_pdf: "/assets/publications/2019_biometrika/paper.pdf" |
| 7 | + selected: y |
| 8 | + |
| 9 | + - title: "Observational Causal Inference Using Network Information." |
| 10 | + authors: "Yan Leng, <b>Martin Saveski</b>, Alex ‘Sandy’ Pentland, Dean Eckles" |
| 11 | + venue: "NeurIPS'19, Workshop on Graph Representation Learning. 2019." |
| 12 | + selected: n |
| 13 | + |
| 14 | + - title: "Me, My Echo Chamber, and I: Introspection on Social Media Polarization." |
| 15 | + authors: "Nabeel Gillani, Ann Yuan, <b>Martin Saveski</b>, Soroush Vosoughi, Deb Roy" |
| 16 | + venue: "WWW'18: International Conference on the World Wide Web. 2018. <b>(Honarable mention)</b>" |
| 17 | + paper_pdf: "/assets/publications/2018_social_mirror/paper.pdf" |
| 18 | + video: "https://drive.google.com/file/d/0B9-P1m1JkZA7UTRuMUFWcTNueXM/view" |
| 19 | + selected: y |
| 20 | + |
| 21 | + - title: "Detecting Network Effects: Randomizing Over Randomized Experiments." |
| 22 | + authors: "<b>Martin Saveski<sup>‡</sup></b>, Jean Pouget-Abadie<sup>‡</sup>, Guillaume Saint-Jacques, Weitao Duan, Souvik Ghosh, Ya Xu, Edo Airoldi" |
| 23 | + venue: "KDD'17: International Conference on Knowledge Discovery and Data Mining. 2017. (Research Track)" |
| 24 | + paper_pdf: "/assets/publications/2017_detecting_network_effects/paper.pdf" |
| 25 | + slides: "/assets/publications/2017_detecting_network_effects/slides.pdf" |
| 26 | + video: "https://www.youtube.com/watch?v=1v5_CzdRVAc" |
| 27 | + selected: y |
| 28 | + |
| 29 | + - title: "Human Atlas: A Tool for Mapping Social Networks." |
| 30 | + authors: "<b>Martin Saveski</b>, Eric Chu, Soroush Vosoughi, Deb Roy" |
| 31 | + venue: "WWW'16: International Conference on the World Wide Web. 2016. (Demo)" |
| 32 | + paper_pdf: "/assets/publications/2016_human_atlas/paper.pdf" |
| 33 | + video: "https://www.youtube.com/watch?v=OQOUHkJdA-U" |
| 34 | + selected: n |
| 35 | + |
| 36 | + - title: "Topic Modeling in Twitter: Aggregating Tweets by Conversations" |
| 37 | + authors: "David Alvarez-Melis<sup>‡</sup>, <b>Martin Saveski<sup>‡</sup></b>" |
| 38 | + venue: "ICWSM'16: International AAAI Conference on Web and Social Media. 2016. (Short Paper)" |
| 39 | + paper_pdf: "/assets/publications/2016_twitter_topic_modeling/paper.pdf" |
| 40 | + poster: "/assets/publications/2016_twitter_topic_modeling/poster.pdf" |
| 41 | + selected: n |
| 42 | + |
| 43 | + - title: "Tracking the Yak: An Empirical Study of Yik Yak." |
| 44 | + authors: "<b>Martin Saveski</b>, Sophie Chou, Deb Roy." |
| 45 | + venue: "ICWSM'16: International AAAI Conference on Web and Social Media. 2016. (Short Paper)" |
| 46 | + paper_pdf: "/assets/publications/2016_yikyak/paper.pdf" |
| 47 | + poster: "/assets/publications/2016_yikyak/poster.pdf" |
| 48 | + selected: n |
| 49 | + |
| 50 | + - title: "One-Pass Ranking Models for Low-Latency Product Recommendations" |
| 51 | + authors: "Antonino Freno, <b>Martin Saveski</b>, Rodolphe Jenatton, Cédric Archambeau" |
| 52 | + venue: "KDD'15: International Conference on Knowledge Discovery and Data Mining. 2015. (Industry Track)" |
| 53 | + paper_pdf: "/assets/publications/2015_one_pass_ranking_models/paper.pdf" |
| 54 | + poster: "/assets/publications/2015_one_pass_ranking_models/poster.pdf" |
| 55 | + slides: "/assets/publications/2015_one_pass_ranking_models/slides.pdf" |
| 56 | + selected: y |
| 57 | + |
| 58 | + - title: "Item Cold-Start Recommendations: Learning Local Collective Embeddings." |
| 59 | + authors: "<b>Martin Saveski</b>, Amin Mantrach." |
| 60 | + venue: "RecSys'14, ACM Conference Series on Recommender Systems. 2014." |
| 61 | + paper_pdf: "/assets/publications/2014_item_cold_start/paper.pdf" |
| 62 | + slides: "/assets/publications/2014_item_cold_start/slides.pdf" |
| 63 | + code: "https://github.com/msaveski/LCE" |
| 64 | + selected: y |
| 65 | + |
| 66 | + - title: "The Geography of Online News Engagement" |
| 67 | + authors: "<b>Martin Saveski</b>, Daniele Quercia, Amin Mantrach" |
| 68 | + venue: "Socinfo'14: International Conference on Social Informatics. 2014." |
| 69 | + paper_pdf: "/assets/publications/2014_geography_of_news/paper.pdf" |
| 70 | + selected: n |
| 71 | + |
| 72 | + - title: "Joint semi-supervised Learning of Hidden Conditional Random Fields and Hidden Markov Models" |
| 73 | + authors: "Yann Soullard, <b>Martin Saveski</b>, Thierry Artières" |
| 74 | + venue: "Pattern Recognition Letters. 2013." |
| 75 | + paper_pdf: "/assets/publications/2014_joint_semi_supervised_learning/paper.pdf" |
| 76 | + selected: y |
| 77 | + |
| 78 | + - title: "Web Services for Stream Mining: A Stream-Based Active Learning Use Case" |
| 79 | + authors: "<b>Martin Saveski</b>, Miha Grčar" |
| 80 | + venue: "ECML'11, Workshop on Planning to Learn and Service-Oriented Knowledge Discovery. 2011." |
| 81 | + paper_pdf: "/assets/publications/2011_active_learning/paper.pdf" |
| 82 | + selected: n |
| 83 | + |
| 84 | + - title: "Automatic Construction of Wordnets by Using Machine Translation and Language Modeling" |
| 85 | + authors: "<b>Martin Saveski</b>, Igor Trajkovski" |
| 86 | + venue: "In Proceedings of Seventh Language Technologies Conference. 2010." |
| 87 | + paper_pdf: "/assets/publications/2010_wordnet_construction/paper.pdf" |
| 88 | + slides: "/assets/publications/2010_wordnet_construction/slides.pdf" |
| 89 | + selected: y |
| 90 | + |
| 91 | + - title: "Development of an English-Macedonian Machine Readable Dictionary by Using Parallel Corpora" |
| 92 | + authors: "<b>Martin Saveski</b>, Igor Trajkovski" |
| 93 | + venue: "Proceedings of ICT Innovations Conference. 2010." |
| 94 | + paper_pdf: "/assets/publications/2010_machine_readable_dictionaries/paper.pdf" |
| 95 | + selected: n |
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