Peder A. Olsen

92 papers A* 4A 23B 1C 6Misc 23Journal 23Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	OrbitalBrain: A Distributed Framework for Training ML Models in Space. NINeS Om Chabra, Chenning Li, Kevin Hsieh, Santiago Segarra, Behnaz Arzani, Peder A. Olsen, Ranveer Chandra
2026	Misc	`conf`	Poster: SatExt - Generative AI framework for Spatio-Spectral Satellite Unification and Beyond. HotMobile Nazish Naeem, Peder A. Olsen, Vaishnavi Nattar Ranganathan
2026	Misc	`conf`	SatExt: Generative AI framework for Spatio-Spectral Satellite Unification and Beyond. HotMobile Nazish Naeem, Peder A. Olsen, Vaishnavi Ranganathan
2025	—	`conf`	Earth+: On-Board Satellite Imagery Compression Leveraging Historical Earth Observations. ASPLOS (1) Kuntai Du, Yihua Cheng, Peder A. Olsen, Shadi A. Noghabi, Junchen Jiang
2025	J	`jnl`	Learning to See More: UAS-Guided Super-Resolution of Satellite Imagery for Precision Agriculture. CoRR Arif Masrur, Peder A. Olsen, Paul R. Adler, Carlan Jackson, Matthew W. Myers, Nathan Sedghi, Ray R. Weil
2025	Misc	`conf`	TerraTrace - Spatio-Temporal Vegetation Signatures for Land Use Analytics. HotMobile Angela Busheska, Vikram Iyer, Bruno Silva, Peder A. Olsen, Ranveer Chandra, Vaishnavi Nattar Ranganathan
2025	J	`jnl`	TerraTrace: Temporal Signature Land Use Mapping System. CoRR Angela Busheska, Vikram Iyer, Bruno Silva, Peder A. Olsen, Ranveer Chandra, Vaishnavi Nattar Ranganathan
2024	J	`jnl`	Earth+: on-board satellite imagery compression leveraging historical earth observations. CoRR Kuntai Du, Yihua Cheng, Peder A. Olsen, Shadi A. Noghabi, Ranveer Chandra, Junchen Jiang
2024	J	`jnl`	Enabling Adoption of Regenerative Agriculture through Soil Carbon Copilots. CoRR Margaret Capetz, Swati Sharma, Rafael Padilha, Peder A. Olsen, Jessica Wolk, Emre Kiciman, Ranveer Chandra
2024	J	`jnl`	Remote Sensing for Weed Detection and Control. CoRR Ishita Bansal, Peder A. Olsen, Roberto Estevão
2023	C	`conf`	An Iterative Method for Hyperspectral Pixel Unmixing Leveraging Latent Dirichlet Variational Autoencoder. IGARSS Kiran Mantripragada, Paul R. Adler, Peder A. Olsen, Faisal Z. Qureshi
2023	J	`jnl`	Seeing Through Clouds in Satellite Images. IEEE Trans. Geosci. Remote. Sens. Mingmin Zhao, Peder A. Olsen, Ranveer Chandra
2022	C	`conf`	Location Aware Super-Resolution for Satellite Data Fusion. IGARSS Olaoluwa Adigun, Peder A. Olsen, Ranveer Chandra
2021	J	`jnl`	Seeing Through Clouds in Satellite Images. CoRR Mingmin Zhao, Peder A. Olsen, Ranveer Chandra
2020	A*	`conf`	Crowd Counting with Decomposed Uncertainty. AAAI Min-hwan Oh, Peder A. Olsen, Karthikeyan Natesan Ramamurthy
2019	J	`jnl`	Counting and Segmenting Sorghum Heads. CoRR Min-hwan Oh, Peder A. Olsen, Karthikeyan Natesan Ramamurthy
2019	J	`jnl`	Crowd Counting with Decomposed Uncertainty. CoRR Min-hwan Oh, Peder A. Olsen, Karthikeyan Natesan Ramamurthy
2018	B	`conf`	Detecting and Counting Panicles in Sorghum Images. DSAA Peder A. Olsen, Karthikeyan Natesan Ramamurthy, Javier Ribera, Yuhao Chen, Addie M. Thompson, Ronny Luss, Mitch Tuinstra, Naoki Abe
2018	A*	`conf`	Improving Simple Models with Confidence Profiles. NeurIPS Amit Dhurandhar, Karthikeyan Shanmugam, Ronny Luss, Peder A. Olsen
2018	J	`jnl`	Improving Simple Models with Confidence Profiles. CoRR Amit Dhurandhar, Karthikeyan Shanmugam, Ronny Luss, Peder A. Olsen
2016	A*	`conf`	Removing Clouds and Recovering Ground Observations in Satellite Image Sequences via Temporally Contiguous Robust Matrix Completion. CVPR Jialei Wang, Peder A. Olsen, Andrew R. Conn, Aurélie C. Lozano
2016	J	`jnl`	Removing Clouds and Recovering Ground Observations in Satellite Image Sequences via Temporally Contiguous Robust Matrix Completion. CoRR Jialei Wang, Peder A. Olsen, Andrew R. Conn, Aurélie C. Lozano
2015	J	`jnl`	Managing healthcare costs by peer-group modeling. Appl. Intell. Sholom M. Weiss, Casimir A. Kulikowski, Robert S. Galen, Peder A. Olsen, Ramesh Natarajan
2014	A	`conf`	A variational approach to stable principal component pursuit. UAI Aleksandr Y. Aravkin, Stephen Becker, Volkan Cevher, Peder A. Olsen
2014	A	`conf`	Graphical Models for Identifying Fraud and Waste in Healthcare Claims. SDM Peder A. Olsen, Ramesh Natarajan, Sholom M. Weiss
2014	A*	`conf`	Nuclear Norm Minimization via Active Subspace Selection. ICML Cho-Jui Hsieh, Peder A. Olsen
2014	—	`conf`	QUIC & DIRTY: A Quadratic Approximation Approach for Dirty Statistical Models. NIPS Cho-Jui Hsieh, Inderjit S. Dhillon, Pradeep Ravikumar, Stephen Becker, Peder A. Olsen
2013	J	`jnl`	Second Order Methods for Optimizing Convex Matrix Functions and Sparse Covariance Clustering. IEEE Trans. Speech Audio Process. Gillian M. Chin, Jorge Nocedal, Peder A. Olsen, Steven J. Rennie
2013	Misc	`conf`	State of the art discriminative training of subspace constrained Gaussian mixture models in big training corpora. ICASSP Jing Huang, Peder A. Olsen, Vaibhava Goel
2012	Misc	`conf`	Affine invariant sparse maximum a posteriori adaptation. ICASSP Peder A. Olsen, Jing Huang, Steven J. Rennie, Vaibhava Goel
2012	J	`jnl`	Hidden Markov Acoustic Modeling With Bootstrap and Restructuring for Low-Resourced Languages. IEEE Trans. Speech Audio Process. Xiaodong Cui, Jian Xue, Xin Chen, Peder A. Olsen, Pierre L. Dognin, Upendra V. Chaudhari, John R. Hershey, Bowen Zhou
2012	—	`conf`	Newton-Like Methods for Sparse Inverse Covariance Estimation. NIPS Peder A. Olsen, Figen Öztoprak, Jorge Nocedal, Steven J. Rennie
2011	Misc	`conf`	A-Functions: A generalization of Extended Baum-Welch transformations to convex optimization. ICASSP Dimitri Kanevsky, David Nahamoo, Tara N. Sainath, Bhuvana Ramabhadran, Peder A. Olsen
2011	A	`conf`	Acoustic Modeling with Bootstrap and Restructuring Based on Full Covariance. INTERSPEECH Xiaodong Cui, Xin Chen, Jian Xue, Peder A. Olsen, John R. Hershey, Bowen Zhou
2011	Misc	`conf`	Clustering of bootstrapped acoustic model with full covariance. ICASSP Xin Chen, Xiaodong Cui, Jian Xue, Peder A. Olsen, John R. Hershey, Bowen Zhou, Yunxin Zhao
2011	Misc	`conf`	Discriminative training for full covariance models. ICASSP Peder A. Olsen, Vaibhava Goel, Steven J. Rennie
2011	Misc	`conf`	Front-end feature transforms with context filtering for speaker adaptation. ICASSP Jing Huang, Karthik Visweswariah, Peder A. Olsen, Vaibhava Goel
2011	Misc	`conf`	Rapid feature space MLLR speaker adaptation with bilinear models. ICASSP Shilei Zhang, Peder A. Olsen, Yong Qin
2011	C	`conf`	Sparse Maximum A Posteriori adaptation. ASRU Peder A. Olsen, Jing Huang, Vaibhava Goel, Steven J. Rennie
2010	A	`conf`	Incorporating sparse representation phone identification features in automatic speech recognition using exponential families. INTERSPEECH Vaibhava Goel, Tara N. Sainath, Bhuvana Ramabhadran, Peder A. Olsen, David Nahamoo, Dimitri Kanevsky
2010	A	`conf`	Modeling posterior probabilities using the linear exponential family. INTERSPEECH Peder A. Olsen, Vaibhava Goel, Charles A. Micchelli, John R. Hershey
2010	A	`conf`	Restructuring exponential family mixture models. INTERSPEECH Pierre L. Dognin, John R. Hershey, Vaibhava Goel, Peder A. Olsen
2010	A	`conf`	Signal interaction and the devil function. INTERSPEECH John R. Hershey, Peder A. Olsen, Steven J. Rennie
2010	J	`jnl`	Single-Channel Multitalker Speech Recognition. IEEE Signal Process. Mag. Steven J. Rennie, John R. Hershey, Peder A. Olsen
2010	J	`jnl`	Super-human multi-talker speech recognition: A graphical modeling approach. Comput. Speech Lang. John R. Hershey, Steven J. Rennie, Peder A. Olsen, Trausti T. Kristjansson
2009	Misc	`conf`	A fast, accurate approximation to log likelihood of Gaussian mixture models. ICASSP Pierre L. Dognin, Vaibhava Goel, John R. Hershey, Peder A. Olsen
2009	A	`conf`	Acoustic modeling using exponential families. INTERSPEECH Vaibhava Goel, Peder A. Olsen
2009	A	`conf`	Compacting discriminative feature space transforms for embedded devices. INTERSPEECH Etienne Marcheret, Jia-Yu Chen, Petr Fousek, Peder A. Olsen, Vaibhava Goel
2009	C	`conf`	Hierarchical variational loopy belief propagation for multi-talker speech recognition. ASRU Steven J. Rennie, John R. Hershey, Peder A. Olsen
2009	C	`conf`	Optimal quantization and bit allocation for compressing large discriminative feature space transforms. ASRU Etienne Marcheret, Vaibhava Goel, Peder A. Olsen
2009	Misc	`conf`	Refactoring acoustic models using variational density approximation. ICASSP Pierre L. Dognin, John R. Hershey, Vaibhava Goel, Peder A. Olsen
2009	A	`conf`	Refactoring acoustic models using variational expectation-maximization. INTERSPEECH Pierre L. Dognin, John R. Hershey, Vaibhava Goel, Peder A. Olsen
2009	Misc	`conf`	Single-channel speech separation and recognition using loopy belief propagation. ICASSP Steven J. Rennie, John R. Hershey, Peder A. Olsen
2009	A	`conf`	Variational loopy belief propagation for multi-talker speech recognition. INTERSPEECH Steven J. Rennie, John R. Hershey, Peder A. Olsen
2008	Misc	`conf`	Accelerated Monte Carlo for Kullback-Leibler divergence between Gaussian mixture models. ICASSP Jia-Yu Chen, John R. Hershey, Peder A. Olsen, Emmanuel Yashchin
2008	Misc	`conf`	Efficient model-based speech separation and denoising using non-negative subspace analysis. ICASSP Steven J. Rennie, John R. Hershey, Peder A. Olsen
2008	Misc	`conf`	Optimizing speech recognition grammars using a measure of similarity between hidden Markov models. ICASSP Binit Mohanty, John R. Hershey, Peder A. Olsen, Suleyman Serdar Kozat, Vaibhava Goel
2008	Misc	`conf`	Variational Bhattacharyya divergence for hidden Markov models. ICASSP John R. Hershey, Peder A. Olsen
2007	—	`conf`	Approximating the Kullback Leibler Divergence Between Gaussian Mixture Models. ICASSP (4) John R. Hershey, Peder A. Olsen
2007	A	`conf`	Bhattacharyya error and divergence using variational importance sampling. INTERSPEECH Peder A. Olsen, John R. Hershey
2007	J	`jnl`	Discriminative Estimation of Subspace Constrained Gaussian Mixture Models for Speech Recognition. IEEE Trans. Speech Audio Process. Scott Axelrod, Vaibhava Goel, Ramesh A. Gopinath, Peder A. Olsen, Karthik Visweswariah
2007	C	`conf`	Variational Kullback-Leibler divergence for Hidden Markov models. ASRU John R. Hershey, Peder A. Olsen, Steven J. Rennie
2007	A	`conf`	Word confusability - measuring hidden Markov model similarity. INTERSPEECH Jia-Yu Chen, Peder A. Olsen, John R. Hershey
2006	—	`conf`	Dynamic Noise Adaptation. ICASSP (1) Steven J. Rennie, Trausti T. Kristjansson, Peder A. Olsen, Ramesh A. Gopinath
2006	—	`conf`	Single Channel Speech Separation Using Factorial Dynamics. NIPS John R. Hershey, Trausti T. Kristjansson, Steven J. Rennie, Peder A. Olsen
2006	A	`conf`	Super-human multi-talker speech recognition: the IBM 2006 speech separation challenge system. INTERSPEECH Trausti T. Kristjansson, John R. Hershey, Peder A. Olsen, Steven J. Rennie, Ramesh A. Gopinath
2006	—	`conf`	The Iroquois model: using temporal dynamics to separate speakers. SAPA@INTERSPEECH Steven J. Rennie, Peder A. Olsen, John R. Hershey, Trausti T. Kristjansson
2005	A	`conf`	Feature adaptation using projection of Gaussian posteriors. INTERSPEECH Karthik Visweswariah, Peder A. Olsen
2005	—	`conf`	Initializing Subspace Constrained Gaussian Mixture Models. ICASSP (1) Peder A. Olsen, Karthik Visweswariah, Ramesh Gopinath
2005	J	`jnl`	Subspace constrained Gaussian mixture models for speech recognition. IEEE Trans. Speech Audio Process. Scott Axelrod, Vaibhava Goel, Ramesh A. Gopinath, Peder A. Olsen, Karthik Visweswariah
2005	A	`conf`	Voicing features for robust speech detection. INTERSPEECH Trausti T. Kristjansson, Sabine Deligne, Peder A. Olsen
2004	A	`conf`	Fast clustering of Gaussians and the virtue of representing Gaussians in exponential model format. INTERSPEECH Peder A. Olsen, Karthik Visweswariah
2004	J	`jnl`	Modeling inverse covariance matrices by basis expansion. IEEE Trans. Speech Audio Process. Peder A. Olsen, Ramesh A. Gopinath
2003	A	`conf`	An efficient integrated gender detection scheme and time mediated averaging of gender dependent acoustic models. INTERSPEECH Peder A. Olsen, Satya Dharanipragada
2003	—	`conf`	Dimensional reduction, covariance modeling, and computational complexity in ASR systems. ICASSP (1) Scott Axelrod, Ramesh Gopinath, Peder A. Olsen, Karthik Visweswariah
2003	A	`conf`	Discriminative estimation of subspace precision and mean (SPAM) models. INTERSPEECH Vaibhava Goel, Scott Axelrod, Ramesh A. Gopinath, Peder A. Olsen, Karthik Visweswariah
2003	—	`conf`	Maximum likelihood training of subspaces for inverse covariance modeling. ICASSP (1) Karthik Visweswariah, Peder A. Olsen, Ramesh Gopinath, Scott Axelrod
2002	J	`jnl`	A robust high accuracy speech recognition system for mobile applications. IEEE Trans. Speech Audio Process. Sabine Deligne, Satya Dharanipragada, Ramesh A. Gopinath, Benoît Maison, Peder A. Olsen, Harry Printz
2002	Misc	`conf`	Adaptation experiments on the SPINE database with the Extended Maximum Likelihood Linear Transformation (EMLLT) model. ICASSP Ramesh Gopinath, Vaibhava Goel, Karthik Visweswariah, Peder A. Olsen
2002	J	`jnl`	Automatic transcription of Broadcast News. Speech Commun. Scott Saobing Chen, Ellen Eide, Mark J. F. Gales, Ramesh A. Gopinath, D. Kanvesky, Peder A. Olsen
2002	A	`conf`	Large vocabulary conversational speech recognition with the extended maximum likelihood linear transformation (EMLLT) model. INTERSPEECH Jing Huang, Vaibhava Goel, Ramesh Gopinath, Brian Kingsbury, Peder A. Olsen, Karthik Visweswariah
2002	Misc	`conf`	Modeling inverse covariance matrices by basis expansion. ICASSP Peder A. Olsen, Ramesh A. Gopinath
2002	A	`conf`	Modeling with a subspace constraint on inverse covariance matrices. INTERSPEECH Scott Axelrod, Ramesh Gopinath, Peder A. Olsen
2002	J	`jnl`	Theory and practice of acoustic confusability. Comput. Speech Lang. Harry Printz, Peder A. Olsen
2001	A	`conf`	Low-resource hidden Markov model speech recognition. INTERSPEECH Sabine Deligne, Ellen Eide, Ramesh A. Gopinath, Dimitri Kanevsky, Benoît Maison, Peder A. Olsen, Harry Printz, Jan Sedivý
2001	Misc	`conf`	Speech recognition for DARPA Communicator. ICASSP Andrew Aaron, Scott Saobing Chen, Paul S. Cohen, Satya Dharanipragada, Ellen Eide, Martin Franz, Jean-Michel LeRoux, X. Luo, Benoît Maison, Lidia Mangu, T. Mathes, Miroslav Novak, Peder A. Olsen, Michael Picheny, Harry Printz, Bhuvana Ramabhadran, Andrej Sakrajda, George Saon, Borivoj Tydlitát, Karthik Visweswariah, D. Yuk
2000	A	`conf`	Transcription of broadcast news with a time constraint: IBM's 10xRT HUB4 system. INTERSPEECH Ellen Eide, Benoît Maison, Dimitri Kanevsky, Peder A. Olsen, Scott Saobing Chen, Lidia Mangu, Mark J. F. Gales, Miroslav Novak, Ramesh A. Gopinath
1999	Misc	`conf`	Maximum likelihood estimates for exponential type density families. ICASSP Sankar Basu, Charles A. Micchelli, Peder A. Olsen
1999	Misc	`conf`	Recent improvements to IBM's speech recognition system for automatic transcription of broadcast news. ICASSP Scott Saobing Chen, Ellen Eide, Mark J. F. Gales, Ramesh A. Gopinath, Dimitri Kanevsky, Peder A. Olsen
1999	—	`conf`	Tail distribution modelling using the richter and power exponential distributions. EUROSPEECH Mark J. F. Gales, Peder A. Olsen
1998	Misc	`conf`	Transcription of broadcast news-some recent improvements to IBM's LVCSR system. ICASSP Lazaros Polymenakos, Peder A. Olsen, D. Kanvesky, Ramesh A. Gopinath, Ponani S. Gopalakrishnan, Scott Saobing Chen
1992	J	`jnl`	A note on irregular discrete wavelet transforms. IEEE Trans. Inf. Theory Peder A. Olsen, Kristian Seip