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Azin Ashkan

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2010 – 2019

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2019
[c23]
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Azin Ashkan, Donald Metzler:
Revisiting Online Personal Search Metrics with the User in Mind. SIGIR 2019: 625-634
2017
[c22]
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Shi Zong, Branislav Kveton, Shlomo Berkovsky, Azin Ashkan, Zheng Wen:
Get to the Bottom: Causal Analysis for User Modeling. UMAP 2017: 256-264
[c21]
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Shi Zong, Branislav Kveton, Shlomo Berkovsky, Azin Ashkan, Nikos Vlassis, Zheng Wen:
Does Weather Matter?: Causal Analysis of TV Logs. WWW (Companion Volume) 2017: 883-884
[i8]
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Shi Zong, Branislav Kveton, Shlomo Berkovsky, Azin Ashkan, Nikos Vlassis, Zheng Wen:
Does Weather Matter? Causal Analysis of TV Logs. CoRR abs/1701.08716 (2017)
2016
[c20]
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  - conf/infocom/DernbachTKWDA16
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Stefan Dernbach, Nina Taft, Jim Kurose, Udi Weinsberg, Christophe Diot, Azin Ashkan:
Cache content-selection policies for streaming video services. INFOCOM 2016: 1-9
[c19]
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  - conf/kdd/TrouleauADE16
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William Trouleau, Azin Ashkan, Weicong Ding, Brian Eriksson:
Just One More: Modeling Binge Watching Behavior. KDD 2016: 1215-1224
2015
[c18]
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Branislav Kveton, Zheng Wen, Azin Ashkan, Csaba Szepesvári:
Tight Regret Bounds for Stochastic Combinatorial Semi-Bandits. AISTATS 2015
[c17]
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Branislav Kveton, Csaba Szepesvári, Zheng Wen, Azin Ashkan:
Cascading Bandits: Learning to Rank in the Cascade Model. ICML 2015: 767-776
[c16]
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Zheng Wen, Branislav Kveton, Azin Ashkan:
Efficient Learning in Large-Scale Combinatorial Semi-Bandits. ICML 2015: 1113-1122
[c15]
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Azin Ashkan, Branislav Kveton, Shlomo Berkovsky, Zheng Wen:
Optimal Greedy Diversity for Recommendation. IJCAI 2015: 1742-1748
[c14]
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  - conf/nips/KvetonWAS15
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Branislav Kveton, Zheng Wen, Azin Ashkan, Csaba Szepesvári:
Combinatorial Cascading Bandits. NIPS 2015: 1450-1458
[i7]
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Branislav Kveton, Csaba Szepesvári, Zheng Wen, Azin Ashkan:
Cascading Bandits. CoRR abs/1502.02763 (2015)
[i6]
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Branislav Kveton, Zheng Wen, Azin Ashkan, Csaba Szepesvári:
Combinatorial Cascading Bandits. CoRR abs/1507.04208 (2015)
2014
[j2]
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Azin Ashkan, Charles L. A. Clarke:
Location- and Query-Aware Modeling of Browsing and Click Behavior in Sponsored Search. ACM Trans. Intell. Syst. Technol. 5(4): 59:1-59:31 (2014)
[c13]
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Azin Ashkan, Branislav Kveton, Shlomo Berkovsky, Zheng Wen:
Diversified Utility Maximization for Recommendations. RecSys Posters 2014
[c12]
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Branislav Kveton, Zheng Wen, Azin Ashkan, Hoda Eydgahi, Brian Eriksson:
Matroid Bandits: Fast Combinatorial Optimization with Learning. UAI 2014: 420-429
[i5]
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Branislav Kveton, Zheng Wen, Azin Ashkan, Hoda Eydgahi, Brian Eriksson:
Matroid Bandits: Fast Combinatorial Optimization with Learning. CoRR abs/1403.5045 (2014)
[i4]
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Branislav Kveton, Zheng Wen, Azin Ashkan, Michal Valko:
Learning to Act Greedily: Polymatroid Semi-Bandits. CoRR abs/1405.7752 (2014)
[i3]
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Zheng Wen, Azin Ashkan, Hoda Eydgahi, Branislav Kveton:
Efficient Learning in Large-Scale Combinatorial Semi-Bandits. CoRR abs/1406.7443 (2014)
[i2]
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Branislav Kveton, Zheng Wen, Azin Ashkan, Csaba Szepesvári:
Tight Regret Bounds for Stochastic Combinatorial Semi-Bandits. CoRR abs/1410.0949 (2014)
[i1]
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Azin Ashkan, Branislav Kveton, Shlomo Berkovsky, Zheng Wen:
DUM: Diversity-Weighted Utility Maximization for Recommendations. CoRR abs/1411.3650 (2014)
2013
[b1]
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  - phd/basesearch/Ashkan13
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Azin Ashkan:
Characterizing User Search Intent and Behavior for Click Analysis in Sponsored Search. University of Waterloo, Ontario, Canada, 2013
[j1]
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Azin Ashkan, Charles L. A. Clarke:
Impact of query intent and search context on clickthrough behavior in sponsored search. Knowl. Inf. Syst. 34(2): 425-452 (2013)
2012
[c11]
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  - conf/cikm/AshkanC12
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Azin Ashkan, Charles L. A. Clarke:
Modeling browsing behavior for click analysis in sponsored search. CIKM 2012: 2015-2019
2011
[c10]
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  - conf/wsdm/ClarkeCSA11
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Charles L. A. Clarke, Nick Craswell, Ian Soboroff, Azin Ashkan:
A comparative analysis of cascade measures for novelty and diversity. WSDM 2011: 75-84
[c9]
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  - conf/www/AshkanC11
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Azin Ashkan, Charles L. A. Clarke:
On the informativeness of cascade and intent-aware effectiveness measures. WWW 2011: 407-416

2000 – 2009

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2009
[c8]
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Azin Ashkan, Charles L. A. Clarke:
Characterizing commercial intent. CIKM 2009: 67-76
[c7]
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  - conf/cikm/WhissellCA09
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John S. Whissell, Charles L. A. Clarke, Azin Ashkan:
Clustering web queries. CIKM 2009: 899-908
[c6]
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  - conf/ecir/AshkanCAG09
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Azin Ashkan, Charles L. A. Clarke, Eugene Agichtein, Qi Guo:
Classifying and Characterizing Query Intent. ECIR 2009: 578-586
[c5]
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Azin Ashkan, Charles L. A. Clarke:
Term-based commercial intent analysis. SIGIR 2009: 800-801
[c4]
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  - conf/webi/AshkanCAG09
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Azin Ashkan, Charles L. A. Clarke, Eugene Agichtein, Qi Guo:
Estimating Ad Clickthrough Rate through Query Intent Analysis. Web Intelligence 2009: 222-229
[c3]
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  - conf/webi/GuoACA09
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Qi Guo, Eugene Agichtein, Charles L. A. Clarke, Azin Ashkan:
In the Mood to Click? Towards Inferring Receptiveness to Search Advertising. Web Intelligence 2009: 319-324
2008
[c2]
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  - conf/sigir/ClarkeKCVABM08
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Charles L. A. Clarke, Maheedhar Kolla, Gordon V. Cormack, Olga Vechtomova, Azin Ashkan, Stefan Büttcher, Ian MacKinnon:
Novelty and diversity in information retrieval evaluation. SIGIR 2008: 659-666
2006
[c1]
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  - conf/csmr/TonuAT06
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Subrina Anjum Tonu, Azin Ashkan, Ladan Tahvildari:
Evaluating Architectural Stability Using a Metric-Based Approach. CSMR 2006: 261-270

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