| 2025 | ASPLOS | Earth+: On-Board Satellite Imagery Compression Leveraging Historical Earth Observations. | Kuntai Du, Yihua Cheng, Peder A. Olsen, Shadi A. Noghabi, Junchen Jiang |
| 2023 | IGARSS | An Iterative Method for Hyperspectral Pixel Unmixing Leveraging Latent Dirichlet Variational Autoencoder. | Kiran Mantripragada, Paul R. Adler, Peder A. Olsen, Faisal Z. Qureshi |
| 2022 | IGARSS | Location Aware Super-Resolution for Satellite Data Fusion. | Olaoluwa Adigun, Peder A. Olsen, Ranveer Chandra |
| 2020 | AAAI | Crowd Counting with Decomposed Uncertainty. | Min-hwan Oh, Peder A. Olsen, Karthikeyan Natesan Ramamurthy |
| 2018 | DSAA | Detecting and Counting Panicles in Sorghum Images. | Peder A. Olsen, Karthikeyan Natesan Ramamurthy, Javier Ribera, Yuhao Chen, Addie M. Thompson, Ronny Luss, Mitch Tuinstra, Naoki Abe |
| 2016 | CVPR | Removing Clouds and Recovering Ground Observations in Satellite Image Sequences via Temporally Contiguous Robust Matrix Completion. | Jialei Wang, Peder A. Olsen, Andrew R. Conn, Aurlie C. Lozano |
| 2014 | ICML | Nuclear Norm Minimization via Active Subspace Selection. | Cho-Jui Hsieh, Peder A. Olsen |
| 2014 | UAI | A variational approach to stable principal component pursuit. | Aleksandr Y. Aravkin, Stephen Becker, Volkan Cevher, Peder A. Olsen |
| 2014 | SDM | Graphical Models for Identifying Fraud and Waste in Healthcare Claims. | Peder A. Olsen, Ramesh Natarajan, Sholom M. Weiss |
| 2013 | ICASSP | State of the art discriminative training of subspace constrained Gaussian mixture models in big training corpora. | Jing Huang, Peder A. Olsen, Vaibhava Goel |
| 2012 | ICASSP | Affine invariant sparse maximum a posteriori adaptation. | Peder A. Olsen, Jing Huang, Steven J. Rennie, Vaibhava Goel |
| 2011 | ASRU | Sparse Maximum A Posteriori adaptation. | Peder A. Olsen, Jing Huang, Vaibhava Goel, Steven J. Rennie |
| 2011 | ICASSP | Clustering of bootstrapped acoustic model with full covariance. | Xin Chen, Xiaodong Cui, Jian Xue, Peder A. Olsen, John R. Hershey, Bowen Zhou, Yunxin Zhao |
| 2011 | ICASSP | Front-end feature transforms with context filtering for speaker adaptation. | Jing Huang, Karthik Visweswariah, Peder A. Olsen, Vaibhava Goel |
| 2011 | ICASSP | A-Functions: A generalization of Extended Baum-Welch transformations to convex optimization. | Dimitri Kanevsky, David Nahamoo, Tara N. Sainath, Bhuvana Ramabhadran, Peder A. Olsen |
| 2011 | ICASSP | Discriminative training for full covariance models. | Peder A. Olsen, Vaibhava Goel, Steven J. Rennie |
| 2011 | ICASSP | Rapid feature space MLLR speaker adaptation with bilinear models. | Shilei Zhang, Peder A. Olsen, Yong Qin |
| 2011 | Interspeech | Acoustic Modeling with Bootstrap and Restructuring Based on Full Covariance. | Xiaodong Cui, Xin Chen, Jian Xue, Peder A. Olsen, John R. Hershey, Bowen Zhou |
| 2010 | Interspeech | Restructuring exponential family mixture models. | Pierre L. Dognin, John R. Hershey, Vaibhava Goel, Peder A. Olsen |
| 2010 | Interspeech | Incorporating sparse representation phone identification features in automatic speech recognition using exponential families. | Vaibhava Goel, Tara N. Sainath, Bhuvana Ramabhadran, Peder A. Olsen, David Nahamoo, Dimitri Kanevsky |
| 2010 | Interspeech | Signal interaction and the devil function. | John R. Hershey, Peder A. Olsen, Steven J. Rennie |
| 2010 | Interspeech | Modeling posterior probabilities using the linear exponential family. | Peder A. Olsen, Vaibhava Goel, Charles A. Micchelli, John R. Hershey |
| 2009 | ASRU | Optimal quantization and bit allocation for compressing large discriminative feature space transforms. | Etienne Marcheret, Vaibhava Goel, Peder A. Olsen |
| 2009 | ASRU | Hierarchical variational loopy belief propagation for multi-talker speech recognition. | Steven J. Rennie, John R. Hershey, Peder A. Olsen |
| 2009 | ICASSP | A fast, accurate approximation to log likelihood of Gaussian mixture models. | Pierre L. Dognin, Vaibhava Goel, John R. Hershey, Peder A. Olsen |
| 2009 | ICASSP | Refactoring acoustic models using variational density approximation. | Pierre L. Dognin, John R. Hershey, Vaibhava Goel, Peder A. Olsen |
| 2009 | ICASSP | Single-channel speech separation and recognition using loopy belief propagation. | Steven J. Rennie, John R. Hershey, Peder A. Olsen |
| 2009 | Interspeech | Refactoring acoustic models using variational expectation-maximization. | Pierre L. Dognin, John R. Hershey, Vaibhava Goel, Peder A. Olsen |
| 2009 | Interspeech | Acoustic modeling using exponential families. | Vaibhava Goel, Peder A. Olsen |
| 2009 | Interspeech | Compacting discriminative feature space transforms for embedded devices. | Etienne Marcheret, Jia-Yu Chen, Petr Fousek, Peder A. Olsen, Vaibhava Goel |
| 2009 | Interspeech | Variational loopy belief propagation for multi-talker speech recognition. | Steven J. Rennie, John R. Hershey, Peder A. Olsen |
| 2008 | ICASSP | Accelerated Monte Carlo for Kullback-Leibler divergence between Gaussian mixture models. | Jia-Yu Chen, John R. Hershey, Peder A. Olsen, Emmanuel Yashchin |
| 2008 | ICASSP | Variational Bhattacharyya divergence for hidden Markov models. | John R. Hershey, Peder A. Olsen |
| 2008 | ICASSP | Optimizing speech recognition grammars using a measure of similarity between hidden Markov models. | Binit Mohanty, John R. Hershey, Peder A. Olsen, Suleyman Serdar Kozat, Vaibhava Goel |
| 2008 | ICASSP | Efficient model-based speech separation and denoising using non-negative subspace analysis. | Steven J. Rennie, John R. Hershey, Peder A. Olsen |
| 2007 | ASRU | Variational Kullback-Leibler divergence for Hidden Markov models. | John R. Hershey, Peder A. Olsen, Steven J. Rennie |
| 2007 | ICASSP | Approximating the Kullback Leibler Divergence Between Gaussian Mixture Models. | John R. Hershey, Peder A. Olsen |
| 2007 | Interspeech | Word confusability - measuring hidden Markov model similarity. | Jia-Yu Chen, Peder A. Olsen, John R. Hershey |
| 2007 | Interspeech | Bhattacharyya error and divergence using variational importance sampling. | Peder A. Olsen, John R. Hershey |
| 2006 | ICASSP | Dynamic Noise Adaptation. | Steven J. Rennie, Trausti T. Kristjansson, Peder A. Olsen, Ramesh A. Gopinath |
| 2006 | Interspeech | Super-human multi-talker speech recognition: the IBM 2006 speech separation challenge system. | Trausti T. Kristjansson, John R. Hershey, Peder A. Olsen, Steven J. Rennie, Ramesh A. Gopinath |
| 2006 | Interspeech | The Iroquois model: using temporal dynamics to separate speakers. | Steven J. Rennie, Peder A. Olsen, John R. Hershey, Trausti T. Kristjansson |
| 2005 | ICASSP | Initializing Subspace Constrained Gaussian Mixture Models. | Peder A. Olsen, Karthik Visweswariah, Ramesh Gopinath |
| 2005 | Interspeech | Voicing features for robust speech detection. | Trausti T. Kristjansson, Sabine Deligne, Peder A. Olsen |
| 2005 | Interspeech | Feature adaptation using projection of Gaussian posteriors. | Karthik Visweswariah, Peder A. Olsen |
| 2004 | Interspeech | Fast clustering of Gaussians and the virtue of representing Gaussians in exponential model format. | Peder A. Olsen, Karthik Visweswariah |
| 2003 | ICASSP | Dimensional reduction, covariance modeling, and computational complexity in ASR systems. | Scott Axelrod, Ramesh Gopinath, Peder A. Olsen, Karthik Visweswariah |
| 2003 | ICASSP | Maximum likelihood training of subspaces for inverse covariance modeling. | Karthik Visweswariah, Peder A. Olsen, Ramesh Gopinath, Scott Axelrod |
| 2003 | Interspeech | Discriminative estimation of subspace precision and mean (SPAM) models. | Vaibhava Goel, Scott Axelrod, Ramesh A. Gopinath, Peder A. Olsen, Karthik Visweswariah |
| 2003 | Interspeech | An efficient integrated gender detection scheme and time mediated averaging of gender dependent acoustic models. | Peder A. Olsen, Satya Dharanipragada |
| 2002 | ICASSP | Adaptation experiments on the SPINE database with the Extended Maximum Likelihood Linear Transformation (EMLLT) model. | Ramesh Gopinath, Vaibhava Goel, Karthik Visweswariah, Peder A. Olsen |
| 2002 | ICASSP | Modeling inverse covariance matrices by basis expansion. | Peder A. Olsen, Ramesh A. Gopinath |
| 2002 | Interspeech | Modeling with a subspace constraint on inverse covariance matrices. | Scott Axelrod, Ramesh Gopinath, Peder A. Olsen |
| 2002 | Interspeech | Large vocabulary conversational speech recognition with the extended maximum likelihood linear transformation (EMLLT) model. | Jing Huang, Vaibhava Goel, Ramesh Gopinath, Brian Kingsbury, Peder A. Olsen, Karthik Visweswariah |
| 2001 | ICASSP | Speech recognition for DARPA Communicator. | Andrew Aaron, Scott Saobing Chen, Paul S. Cohen, Satya Dharanipragada, Ellen Eide, Martin Franz, Jean-Michel LeRoux, X. Luo, Benot Maison, Lidia Mangu, T. Mathes, Miroslav Novak, Peder A. Olsen, Michael Picheny, Harry Printz, Bhuvana Ramabhadran, Andrej Sakrajda, George Saon, Borivoj Tydlitt, Karthik Visweswariah, D. Yuk |
| 2001 | Interspeech | Low-resource hidden Markov model speech recognition. | Sabine Deligne, Ellen Eide, Ramesh A. Gopinath, Dimitri Kanevsky, Benot Maison, Peder A. Olsen, Harry Printz, Jan Sediv |
| 2000 | Interspeech | Transcription of broadcast news with a time constraint: IBM's 10xRT HUB4 system. | Ellen Eide, Benot Maison, Dimitri Kanevsky, Peder A. Olsen, Scott Saobing Chen, Lidia Mangu, Mark J. F. Gales, Miroslav Novak, Ramesh A. Gopinath |
| 1999 | ICASSP | Maximum likelihood estimates for exponential type density families. | Sankar Basu, Charles A. Micchelli, Peder A. Olsen |
| 1999 | ICASSP | Recent improvements to IBM's speech recognition system for automatic transcription of broadcast news. | Scott Saobing Chen, Ellen Eide, Mark J. F. Gales, Ramesh A. Gopinath, Dimitri Kanevsky, Peder A. Olsen |
| 1999 | Interspeech | Tail distribution modelling using the richter and power exponential distributions. | Mark J. F. Gales, Peder A. Olsen |
| 1998 | ICASSP | Transcription of broadcast news-some recent improvements to IBM's LVCSR system. | Lazaros Polymenakos, Peder A. Olsen, D. Kanvesky, Ramesh A. Gopinath, Ponani S. Gopalakrishnan, Scott Saobing Chen |