Daniel Fink

According to our database, Daniel Fink authored at least 16 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Provable Optimization of Quantal Response Leader-Follower Games with Exponentially Large Action Spaces.

Jinzhao Li, Daniel Fink, Christopher Wood, Carla P. Gomes, Yexiang Xue

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2021

HOT-VAE: Learning High-Order Label Correlation for Multi-Label Classification via Attention-Based Variational Autoencoders.

Wenting Zhao, Shufeng Kong, Junwen Bai, Daniel Fink, Carla P. Gomes

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2019

Computational sustainability: computing for a better world and a sustainable future.

Carla P. Gomes, Thomas G. Dietterich, Christopher Barrett, Jon Conrad, Bistra Dilkina, Stefano Ermon, Fei Fang, Andrew Farnsworth, Alan Fern, Xiaoli Z. Fern, Daniel Fink, Douglas H. Fisher, Alexander Flecker, Daniel Freund, Angela Fuller, John M. Gregoire, John E. Hopcroft, Steve Kelling, J. Zico Kolter, Warren B. Powell, Nicole D. Sintov, John S. Selker, Bart Selman, Daniel Sheldon, David B. Shmoys, Milind Tambe, Weng-Keen Wong, Christopher Wood, Xiaojian Wu, Yexiang Xue, Amulya Yadav, Abdul-Aziz Yakubu, Mary Lou Zeeman

Commun. ACM, 2019

2017

Deep Multi-species Embedding.

Di Chen, Yexiang Xue, Daniel Fink, Shuo Chen, Carla P. Gomes

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2016

Behavior Identification in Two-Stage Games for Incentivizing Citizen Science Exploration.

Yexiang Xue, Ian Davies, Daniel Fink, Christopher Wood, Carla P. Gomes

Proceedings of the Principles and Practice of Constraint Programming, 2016

Avicaching: A Two Stage Game for Bias Reduction in Citizen Science.

Yexiang Xue, Ian Davies, Daniel Fink, Christopher Wood, Carla P. Gomes

Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

2014

Crowdsourcing Meets Ecology: Hemisphere-Wide Spatiotemporal Species Distribution Models.

Daniel Fink, Theodoros Damoulas, Nicholas E. Bruns, Frank A. La Sorte, Wesley M. Hochachka, Carla P. Gomes, Steve Kelling

AI Mag., 2014

2013

Scolopax: Exploratory Analysis of Scientific Data.

Alper Okcan, Mirek Riedewald, Biswanath Panda, Daniel Fink

Proc. VLDB Endow., 2013

A Human/Computer Learning Network to Improve Biodiversity Conservation and Research.

Steve Kelling, Jeff Gerbracht, Daniel Fink, Carl Lagoze, Weng-Keen Wong, Jun Yu, Theodoros Damoulas, Carla P. Gomes

AI Mag., 2013

Improving Your Chances: Boosting Citizen Science Discovery.

Yexiang Xue, Bistra Dilkina, Theodoros Damoulas, Daniel Fink, Carla P. Gomes, Steve Kelling

Proceedings of the First AAAI Conference on Human Computation and Crowdsourcing, 2013

Adaptive Spatio-Temporal Exploratory Models: Hemisphere-wide species distributions from massively crowdsourced eBird data.

Daniel Fink, Theodoros Damoulas, Jaimin Dave

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012

eBird: A Human/Computer Learning Network for Biodiversity Conservation and Research.

Steve Kelling, Jeff Gerbracht, Daniel Fink, Carl Lagoze, Weng-Keen Wong, Jun Yu, Theodoros Damoulas, Carla P. Gomes

Proceedings of the Twenty-Fourth Conference on Innovative Applications of Artificial Intelligence, 2012

2011

BirdVis: Visualizing and Understanding Bird Populations.

Nivan Ferreira, Lauro Didier Lins, Daniel Fink, Steve Kelling, Christopher Wood, Juliana Freire, Cláudio T. Silva

IEEE Trans. Vis. Comput. Graph., 2011

2010

The model-summary problem and a solution for trees.

Biswanath Panda, Mirek Riedewald, Daniel Fink

Proceedings of the 26th International Conference on Data Engineering, 2010

2008

Detecting statistical interactions with additive groves of trees.

Daria Sorokina, Rich Caruana, Mirek Riedewald, Daniel Fink

Proceedings of the Machine Learning, 2008

2006

Mining citizen science data to predict orevalence of wild bird species.

Rich Caruana, Mohamed Farid Elhawary, Art Munson, Mirek Riedewald, Daria Sorokina, Daniel Fink, Wesley M. Hochachka, Steve Kelling

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006