| Title | Research Director |
| Institution | |
| Homepage | https://sites.google.com/site/fernandopereira/ |
| NIPS 2009 | Poster | Posterior vs Parameter Sparsity in Latent Variable Models |
| NIPS 2009 | Spotlight | Posterior vs Parameter Sparsity in Latent Variable Models |
| NIPS 2009 | Poster | Group Sparse Coding |
| NIPS 2008 | Poster | Exact Convex Confidence-Weighted Learning |
| NIPS 2008 | Spotlight | Exact Convex Confidence-Weighted Learning |
| NIPS 2007 | Spotlight | Structured Learning with Approximate Inference |
| NIPS 2007 | Poster | Structured Learning with Approximate Inference |
| NIPS 2007 | Poster | Learning Bounds for Domain Adaptation |
| NIPS 2006 | Poster | Analysis of Representations for Domain Adaptation |
*Since 2006