default search action
Todd K. Leen
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2010 – 2019
- 2018
- [j14]Jamshid Sourati
, Murat Akçakaya, Deniz Erdogmus, Todd K. Leen, Jennifer G. Dy:
A Probabilistic Active Learning Algorithm Based on Fisher Information Ratio. IEEE Trans. Pattern Anal. Mach. Intell. 40(8): 2023-2029 (2018) - 2017
- [j13]Jamshid Sourati, Murat Akçakaya, Todd K. Leen, Deniz Erdogmus, Jennifer G. Dy:
Asymptotic Analysis of Objectives Based on Fisher Information in Active Learning. J. Mach. Learn. Res. 18: 34:1-34:41 (2017) - 2016
- [j12]Jamshid Sourati, Murat Akçakaya, Jennifer G. Dy, Todd K. Leen, Deniz Erdogmus:
Classification Active Learning Based on Mutual Information. Entropy 18(2): 51 (2016) - [c28]Jamshid Sourati, Steven C. Kazmierczak, Murat Akçakaya, Jennifer G. Dy, Todd K. Leen, Deniz Erdogmus:
Assessing subsets of analytes in context of detecting laboratory errors. EMBC 2016: 5793-5796 - [i1]Jamshid Sourati, Murat Akçakaya, Todd K. Leen, Deniz Erdogmus, Jennifer G. Dy:
Asymptotic Analysis of Objectives based on Fisher Information in Active Learning. CoRR abs/1605.08798 (2016) - 2015
- [c27]Jamshid Sourati, Deniz Erdogmus, Murat Akçakaya, Steven C. Kazmierczak, Todd K. Leen:
A novel delta check method for detecting laboratory errors. MLSP 2015: 1-6 - 2012
- [j11]Todd K. Leen, Robert Friel:
Stochastic Perturbation Methods for Spike-Timing-Dependent Plasticity. Neural Comput. 24(5): 1109-1146 (2012) - [j10]Todd K. Leen, Robert Friel, David Nielsen:
Approximating distributions in stochastic learning. Neural Networks 32: 219-228 (2012) - [c26]Todd K. Leen, Deniz Erdogmus, Steven C. Kazmierczak:
Statistical error detection for clinical laboratory tests. EMBC 2012: 2720-2723 - 2011
- [j9]Zhengdong Lu, Todd K. Leen, Jeffrey A. Kaye
Kernels for Longitudinal Data with Variable Sequence Length and Sampling Intervals. Neural Comput. 23(9): 2390-2420 (2011) - [c25]Todd K. Leen, Robert Friel:
Perturbation theory for stochastic learning dynamics. IJCNN 2011: 2031-2038 - 2010
- [j8]Patrick D. Roberts, Todd K. Leen:
Anti-Hebbian Spike-Timing-Dependent Plasticity and Adaptive Sensory Processing. Frontiers Comput. Neurosci. 4: 156 (2010) - [c24]Misha Pavel, Holly Brügge Jimison, Tamara L. Hayes, Nicole Larimer, Stuart Hagler
Optimizing Medication Reminders Using a Decision-Theoretic Framework. MedInfo 2010: 791-795 - [c23]Alexander Kain, Todd K. Leen:
Compression of line spectral frequency parameters using the asynchronous interpolation model. SSW 2010: 49-54
2000 – 2009
- 2008
- [c22]Yonghong Huang, Deniz Erdogmus, Zhengdong Lu, Todd K. Leen:
Detecting mild cognitive loss with continuous monitoring of medication adherence. ICASSP 2008: 609-612 - [c21]Zhengdong Lu, Todd K. Leen, Yonghong Huang, Deniz Erdogmus:
A reproducing kernel Hilbert space framework for pairwise time series distances. ICML 2008: 624-631 - [c20]Zhengdong Lu, Todd K. Leen, Jeffrey A. Kaye:
Hierarchical Fisher Kernels for Longitudinal Data. NIPS 2008: 1961-1968 - 2007
- [j7]Zhengdong Lu, Todd K. Leen:
Penalized Probabilistic Clustering. Neural Comput. 19(6): 1528-1567 (2007) - [j6]Rudolph van der Merwe, Todd K. Leen, Zhengdong Lu, Sergey Frolov
Fast neural network surrogates for very high dimensional physics-based models in computational oceanography. Neural Networks 20(4): 462-478 (2007) - [j5]Rudolph van der Merwe, Todd K. Leen, Zhengdong Lu, Sergey Frolov
Erratum to "Fast neural network surrogates for very high dimensional physics-based models in computational oceanography" [Neural Netw. 20(4) (2007) 462-478]. Neural Networks 20(6): 761-762 (2007) - 2004
- [j4]Cynthia Archer, Todd K. Leen:
A generalized Lloyd-type algorithm for adaptive transform coder design. IEEE Trans. Signal Process. 52(1): 255-264 (2004) - [c19]Zhengdong Lu, Todd K. Leen:
Semi-supervised Learning with Penalized Probabilistic Clustering. NIPS 2004: 849-856 - 2003
- [c18]Cynthia Archer, Todd K. Leen, António M. Baptista:
Parameterized Novelty Detectors for Environmental Sensor Monitoring. NIPS 2003: 619-626 - 2001
- [c17]Cynthia Archer, Todd K. Leen:
The Coding-Optimal Transform. Data Compression Conference 2001: 381-390 - [e3]Todd K. Leen, Thomas G. Dietterich, Volker Tresp:
Advances in Neural Information Processing Systems 13, Papers from Neural Information Processing Systems (NIPS) 2000, Denver, CO, USA. MIT Press 2001 [contents] - 2000
- [c16]Cynthia Archer, Todd K. Leen:
From Mixtures of Mixtures to Adaptive Transform Coding. NIPS 2000: 925-931 - [e2]Sara A. Solla, Todd K. Leen, Klaus-Robert Müller:
Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29 - December 4, 1999]. The MIT Press 2000, ISBN 0-262-19450-3 [contents]
1990 – 1999
- 1999
- [j3]Wei Wei, Todd K. Leen, Etienne Barnard:
A Fast Histogram-Based Postprocessor That Improves Posterior Probability Estimates. Neural Comput. 11(5): 1235-1248 (1999) - [c15]Cynthia Archer, Todd K. Leen:
Optimal dimension reduction and transform coding with mixture principal components. IJCNN 1999: 916-920 - 1998
- [c14]William R. Hersh
Automatic Prediction of Trauma Registry Procedure Codes from Emergency Room Dictations. MedInfo 1998: 665-669 - [c13]Ravi K. Sharma, Todd K. Leen, Misha Pavel:
Probabilistic Image Sensor Fusion. NIPS 1998: 824-830 - 1997
- [j2]Nanda Kambhatla, Todd K. Leen:
Dimension Reduction by Local Principal Component Analysis. Neural Comput. 9(7): 1493-1516 (1997) - [c12]Todd K. Leen, Bernhard Schottky, David Saad:
Two Approaches to Optimal Annealing. NIPS 1997: 301-307 - 1996
- [c11]Genevieve B. Orr, Todd K. Leen:
Using Curvature Information for Fast Stochastic Search. NIPS 1996: 606-612 - 1995
- [j1]Todd K. Leen:
From Data Distributions to Regularization in Invariant Learning. Neural Comput. 7(5): 974-981 (1995) - [e1]Gerald Tesauro, David S. Touretzky, Todd K. Leen:
Advances in Neural Information Processing Systems 7, [NIPS Conference, Denver, Colorado, USA, 1994]. MIT Press 1995 [contents] - 1994
- [c10]Todd K. Leen:
From Data Distributions to Regularization in Invariant Learning. NIPS 1994: 223-230 - [c9]Nanda Kambhatla, Todd K. Leen:
Classifying with Gaussian Mixtures and Clusters. NIPS 1994: 681-688 - 1993
- [c8]Nandakishore Kambhatla, Todd K. Leen:
Fast nonlinear dimension reduction. ICNN 1993: 1213-1218 - [c7]Asriel U. Levin, Todd K. Leen, John E. Moody:
Fast Pruning Using Principal Components. NIPS 1993: 35-42 - [c6]Nanda Kambhatla, Todd K. Leen:
Fast Non-Linear Dimension Reduction. NIPS 1993: 152-159 - [c5]Todd K. Leen, Genevieve B. Orr:
Optimal Stochastic Search and Adaptive Momentum. NIPS 1993: 477-484 - 1992
- [c4]Todd K. Leen, John E. Moody:
Weight Space Probability Densities in Stochastic Learning: I. Dynamics and Equilibria. NIPS 1992: 451-458 - [c3]Genevieve B. Orr, Todd K. Leen:
Weight Space Probability Densities in Stochastic Learning: II. Transients and Basin Hopping Times. NIPS 1992: 507-514 - 1990
- [c2]Todd K. Leen, Mike Rudnick, Dan Hammerstrom:
Hebbian feature discovery improves classifier efficiency. IJCNN 1990: 51-56 - [c1]Todd K. Leen:
Dynamics of Learning in Recurrent Feature-Discovery Networks. NIPS 1990: 70-76
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-09-19 23:45 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: