Gunnar E. Carlsson
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
11
Venues
9
Active years
2004–2024
Best venue rank
A*
Where they publish
Papers
11 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | ICML | Position: Topological Deep Learning is the New Frontier for Relational Learning. | Theodore Papamarkou, Tolga Birdal, Michael M. Bronstein, Gunnar E. Carlsson, Justin Curry, Yue Gao, Mustafa Hajij, Roland Kwitt, Pietro Lio, Paolo Di Lorenzo, Vasileios Maroulas, Nina Miolane, Farzana Nasrin, Karthikeyan Natesan Ramamurthy, Bastian Rieck, Simone Scardapane, Michael T. Schaub, Petar Velickovic, Bei Wang, Yusu Wang, Guo-Wei Wei, Ghada Zamzmi |
| 2021 | ICLR | Evaluating the Disentanglement of Deep Generative Models through Manifold Topology. | Sharon Zhou, Eric Zelikman, Fred Lu, Andrew Y. Ng, Gunnar E. Carlsson, Stefano Ermon |
| 2019 | ICMLA | Exposition and Interpretation of the Topology of Neural Networks. | Rickard Brel Gabrielsson, Gunnar E. Carlsson |
| 2014 | ICML | Hierarchical Quasi-Clustering Methods for Asymmetric Networks. | Gunnar E. Carlsson, Facundo Mmoli, Alejandro Ribeiro, Santiago Segarra |
| 2013 | ACSSC | Hierarchical clustering methods and algorithms for asymmetric networks. | Gunnar E. Carlsson, Facundo Mmoli, Alejandro Ribeiro, Santiago Segarra |
| 2013 | ICASSP | Axiomatic construction of hierarchical clustering in asymmetric networks. | Gunnar E. Carlsson, Facundo Mmoli, Alejandro Ribeiro, Santiago Segarra |
| 2010 | PSB | Constructing Multi-Resolution Markov State Models (MSMs) to Elucidate RNA Hairpin Folding Mechanisms. | Xuhui Huang, Yuan Yao, Gregory R. Bowman, Jian Sun, Leonidas J. Guibas, Gunnar E. Carlsson, Vijay S. Pande |
| 2009 | ISAAC | Computing Multidimensional Persistence. | Gunnar E. Carlsson, Gurjeet Singh, Afra Zomorodian |
| 2008 | ICASSP | ε-entropy of piecewise polynomial functions and tree partitioning compression. | Arian Maleki, Gunnar E. Carlsson |
| 2008 | ICIP | A near optimal coder for image geometry with adaptive partitioning. | Arian Maleki, Morteza Shahram, Gunnar E. Carlsson |
| 2004 | SGP | Persistence Barcodes for Shapes. | Gunnar E. Carlsson, Afra Zomorodian, Anne D. Collins, Leonidas J. Guibas |