| Discriminative Training for Speech Recognition is Compensating for Statistical Dependence on the HMM Framework | D. Gillick and S. Wegmann, L. Gillick | Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2012), Kyoto, Japan | March 2012 | Speech | [PDF]
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| How to Put It Into Words - Using Random Forests to Extract Symbol Level Descriptions from Audio Content for Concept Detection | P.-S. Huang, R. Mertens, A. Divakaran, G. Friedland, and M. Hasegawa-Johns | Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2012), Kyoto, Japan | March 2012 | Speech | [PDF]
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| Easy Does It: Robust Spectro-Temporal Many-Stream ASR Without Fine Tuning Streams | S. Ravuri and N. Morgan | Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2012), Kyoto, Japan | March 2012 | Speech | |
| Articulatory Features for Expressive Speech Synthesis | A. Black, H. T. Bunnell, Y. Dou, P. Kumar, F. Metze, D. Perry, T. Polzehl, K. Prahallad, S. Steidl, and C. Vaug | Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2012), Kyoto, Japan | March 2012 | Speech | [PDF]
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| Efficient VLSI Implementations of Vector-Thread Architectures | Y. Lee | UC Berkeley Master's thesis, Berkeley, California. Also EECS Department, UC Berkeley Technical Report No. UCB/EECS-2011-129, Berkeley, California | December 2011 | Architecture | [PDF]
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| Improving Energy Efficiency and Reducing Code Size with RISC-V Compressed | A. S. Waterman | UC Berkeley Master's thesis, Berkeley, California. Also EECS Department, UC Berkeley Technical Report No. UCB/EECS-2011-63, Berkeley, California | May 2011 | Architecture | [PDF]
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| Why Has (Reasonably Accurate) Automatic Speech Recognition Been So Hard to Achieve? | S. Wegmann and L. Gillick | ArXiv.org under CoRR abs/1003.0206 | February 2010 | Speech | [PDF]
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| Finding Difficult Speakers in Automatic Speaker Recognition | L. Stoll | UC Berkeley PhD thesis, Berkeley, California | December 2011 | Speech | [PDF]
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| Joint Analysis of Multiple Metagenomic Samples | Y. Baran and E. Halperin | PLOS Computational Biology, accepted for publication | 2012 | Algorithms | |
| Torque: Topology-Free Querying of Protein Interaction Networks | S. Bruckner, F. Hüffner, R. M. Karp, R. Shamir, and R. Sharan | Proceedings of the 13th Annual International Conference on Research in Computational Molecular Biology (RECOMB 2009), Tucson, Arizona, pp. 74-89 | May 2009 | Algorithms | |
| Torque: Topology-Free Querying of Protein Interaction Networks | S. Bruckner, F. Hüffner, R. M. Karp, R. Shamir, and R. Sharan | Journal of Computational Biology, Vol. 17, Issue 3, pp. 237-252 | March 2010 | Algorithms | |
| Combinatorial Games with a Pass: A dynamical systems approach | R. Morrison, E. Friedman, and A. Landsberg | Chaos, Vol. 21, No. 4 | December 2011 | Algorithms | |
| Asymmetric Cost Sharing Mechanisms | E. Friedman | Games and Economic Behavior, available at http://dx.doi.org/10.1016/j.geb.2011.09.009 | October 2011 | Algorithms | |
| Probabilistic Inference of Viral Quasispecies Subject to Recombination | O. Zagordi, A. Topfer, S. Prabhakaran, V. Roth, E. Halperin, and N. Beerenwinkel | Proceedings of the 16th Annual International Conference on Research in Computational Molecular Biology (RECOMB 2012), Barcelona, Spain, pp.342-354 | April 2012 | Algorithms | [PDF]
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| Faster and More Accurate Sequence Alignment with SNAP | M. Zaharia, W. J. Bolosky, K. Curtis, A. Fox, D. Patterson, S. Shenker, I. Stoica, R. M. Karp, and T. Sittler | arXiv.org under arXiv:1111.5572v1 | November 2011 | Algorithms | [PDF]
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| Novel Associations for Coronary Artery Disease Derived from Genome Wide Association Studies Are Not Associated with Increased Carotid Intima-Media Thickness.... | L. Conde, S. Bevan, M. Sitzer, N. Klopp, T. Illig, J. Thiery, J. Seissler, J. Baumert, O. Raitakari, M. Khnen, L. P. Lyytikinen, R. Laaksonen, J. Viikari, T. Lehtimki, W. Koernig, E. Halperin, H. S. Markus | Atherosclerosis, Vol. 219, No 2, pp. 684-689 | December 2011 | Algorithms | |
| CPU Accounting for Multicore Processors | C. Luque, M. Moretó, F. J. Cazorla, R. Gioiosa, A. Buyuktosunoglu, and M. Valero | IEEE Transactions on Computers. Vol. 61, Issue 2 | February 2012 | Architecture | |
| Optimal Task Assignment in Multithreaded Processors: A Statistical Approach | P. Radojkovic, V. Cakarevic, M. Moretó, J. Verdu, A. Pajuelo, F. J. Cazorla, M. Nemirovsky, and M. Valero | Architectural Support for Programming Languages and Operating Systems (ASPLOS). London, United Kingdom | March 2012 | Architecture | |
| Querying Multilevel Annotation and Alignment for Detecting Grammatical Valence Divergencies | O. Čulo | Proceedings of the Conference of the German Society for Computational Linguistics and Language Technology (GSCL 2011), Hamburg, Germany, pp. 63-68 | September 2011 | AI | [PDF]
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| Treebanks in translation studies - the (CroCo) Dependency Treebank | O. Čulo and S. Hansen-Schirra | Multilingual Corpora and Multilingual Corpus Analysis. Hamburg Studies in Multilingualism. In print | 2012 | AI | |
| Source-Path-Goal: Investigating the Cross-Linguistic Potential of Frame-Semantic Text Analysis | O. Čulo and G. de Melo | it - Information Technology, Vol. 54, Issue 3, pp. 147-152 | May 2012 | AI | |
| Non-Local Modeling with a Mixture of PCFGs | S. Petrov, L. Barrett, and D. Klein | Proceedings of the 10th International Conference on Conference of Computational Natural Language Learning (CoNLL-X), New York, New York | June 2006 | AI | |
| Learning Accurate, Compact, and Interpretable Tree Annotation | S. Petrov, L. Barrett, R. Thibeaux, and D. Klein | Proceedings of the 44th Annual Meeting of the Association of Computational Linguistics (ACL), Sydney, Australia | July 2006 | AI | [PDF]
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| Learning by Seeing--Associative Learning of Visual Features Through Mental Simulation of Observed Action | M. Schilling | Proceedings of the European Conference on Artificial Life (ECAL 11), Paris, France, pp. 731-738 | August 2011 | AI | [PDF]
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| From Egocentric Systems to Systems Allowing for Theory of Mind and Mutualism | H. Cruse and M. Schilling | Proceedings of the European Conference on Artificial Life (ECAL 11), Paris, France, pp. 184-191 | August 2011 | AI | |
| Integrating multi-sensory input in the body model, an RNN approach to connect proprioception, visual features and motor control | M. Schilling | Proceedings of the International Joint Conference on Neural Networks (IJCNN 2011), San Jose, California | July 2011 | AI | [PDF]
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| Recruitment of Grounded Internal Models in Action, Cognition and Language | M. Schilling | Invited Talk at the 2011 Workshop on Action, Language and Neuroinformatics, Los Angeles, California | July 2011 | AI | |
| Gappy Phrasal Alignment by Agreement | M. Bansal, C. Quirk, and R. C. Moore | Proceedings of the 49th annual Meeting of the Association for Computational Linguistics, pp. 1308-1317 Portland, Oregon | June 2011 | Speech | [PDF]
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| The Surprising Variance in Shortest-Derivation Parsing | M. Bansal and D. Klein | Proceedings of the 49th annual Meeting of the Association for Computational Linguistics, Portland, Oregon | June 2011 | Speech | [PDF]
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| Web-Scale Features for Full-Scale Parsing | M. Bansal and D. Klein | Proceedings of the 49th annual Meeting of the Association for Computational Linguistics, pp. 693-702, Portland, Oregon | June 2011 | Speech | [PDF]
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| Empty Links and Crossing Lines: Querying Multilayer Annotation and Alignment in Parallel Corpora | O. Čulo, S.Hansen-Schirra, K. Maksymski, and S. Neumann | In Translation: Computation, Corpora, Cognition (TC3), Special Issue on Parallel Corpora: Annotation, Exploitation, Evaluation, Vol. 1, No. 1, pp. 75-104 | December 2011 | AI | [PDF]
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| Using Acoustic Diarization for Duplicate Detection | M. Knox, G. Friedland, and R. P. Smith | ICSI Technical Report TR-12-005 | March 2012 | ICSI Technical Reports | [PDF]
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| Multimodal Location Estimation of Consumer Media – Dealing with Sparse Training Data | J. Choi, G. Friedland, V. Ekambaram, and K. Ramchandran | Proceedings of the IEEE International Conference on Multimedia and Expo, Melbourne, Australia, pp. 43-48 | July 2012 | Speech | [PDF]
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| On Building Inexpensive Network Capabilities | C. Shue, A. Kalafut, M. Allman, and C. Taylor | ACM SIGCOMM Computer Communications Review, Vol. 42, No. 2, pp. 72-79 | April 2012 | Networking | [PDF]
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| Software-Defined Networking: History, Hype, and Hope | S. Shenker | Proceedings of the Conference on Large-Scale Distributed Systems and Middleware (LADIS 2012), Madeira, Portugal. Also in the proceedings of the Brazilian Symposium on Computer Networks and Distributed Systems (SBRC 2012), Ouro Preto, Brazil, April 2012. | July 2012 | Networking | |
| MGMR: Leveraging RNA-Seq Population Data to Optimize Expression Estimation | R. Rozov, E. Halperin, and R. Shamir | Proceedings of the Second Annual Satellite Workshop on Massively Parallel Sequencing at the 16th Annual International Conference on Research in Computational Molecular Biology (RECOMB 2012), Barcelona, Spain. Published in BMC Bioinformatics, Vol. 13, Suppl. 6:S2 | April 2012 | Algorithms | [PDF]
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| Empirical Comparisons of MASC Word Sense Annotations | G. de Melo, C. F. Baker, N. Ide, R. J. Passonneau, and C. Fellbaum | Proceedings of the 8th Conference on International Language Resources and Evaluation (LREC 2012), Istanbul, Turkey | May 2012 | AI | [PDF]
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| Annual Report 2011 | ICSI Staff | | 2011 | ICSI Annual Reports | [PDF]
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| Theory of Computation as an Enabling Tool for the Sciences | R. Karp | Presented at the Turing Centennial Celebration, Princeton, New Jersey. Also presented at the 9th Annual Conference on Theory and Applications of Models of Computation (TAMC 2012), Turing Centenary Meeting, Beijing, China | May 2012 | Algorithms | |
| The BIZ Top-Level Domain: Ten Years Later | T. Halvorson, J. Szurdi, G. Maier, M. Felegyhazi, C. Kreibich, N. Weaver, K. Levchenko, and V. Paxson | Proceedings of the 13th Passive and Active Measurement Conference, Vienna, Austria | March 2012 | Networking | [PDF]
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| Precedes: A Semantic Relation in FrameNet | M. R. L. Petruck and G. de Melo | Proceedings of the Workshop on Language Resources for Public Security Applications at the 8th Conference on International Language Resources and Evaluation (LREC 2012), Istanbul, Turkey, pp.45-49 | May 2012 | AI | [PDF]
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| Semantic Computing and Privacy: A Case Study Using Inferred Geo-Tagging | G. Friedland and J. Choi | International Journal of Semantic Computing, Vol. 5, No. 1, pp. 79-93. Also Best Poster in the Electrical and Computer Science and Engineering Track at the Korean Student Technical and Leadership Conference, Chicago, Illinois, March 2012. DOI: 10.1142/S1793351X11001171 | March 2011 | Speech | [PDF]
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| There is No Data Like Less Data: Percepts for Video Concept Detection on Consumer-Produced Media | G. Friedland, B. Martinez Elizalde, H. Lei, and A. Divakaran | ICSI Technical Report TR-12-006 | April 12 2012 | ICSI Technical Reports | [PDF]
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| Cybercasing the Joint: Language Technologies, Multimedia Retrieval, and Online Privacy | G. Friedland | Presented at the Language Technologies Institute Colloquium, Carnegie Mellon University, Pittsburgh, Pennsylvania | April 13 2012 | Speech | [PDF]
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| Fast and Accurate Inference of Local Ancestry in Latino Populations | Y. Baran, B. Pasaniuc, S. Sankararaman, D. G. Torgerson, C. Gignoux, C. Eng, W. Rodriguez-Cintron, R. Chapela, J. G. Ford, P. C. Avila, J. Rodriguez-Santana, E. G. Burchard, and E. Halperin | Bioinformatics, Vol. 28, Issue 10, pp. 1359-1367 | May 2012 | Algorithms | [PDF]
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| From AUDREY to Siri: Is Speech Recognition A Solved Problem? | R. Pieraccini | Presented at the Mobile Voice Conference, San Francisco, California | March 2012 | Speech | [PDF]
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| CNVeM: Copy Number Variation Detection Using Uncertainty of Read Mapping | Z. Wang, F. Hormozdiari, W.-Y. Yang, E. Halperin, and E. Eskin | Proceedings of the 16th Annual International Conference on Research in Computational Molecular Biology (RECOMB 2012), Barcelona, Spain, pp. 326-340 | April 2012 | Algorithms | |
| Haplotype Reconstruction Using Perfect Phylogeny and Sequence Data | A. Efros and E. Halperin | Proceedings of the Second Annual Satellite Workshop on Massively Parallel Sequencing at the 16th Annual International Conference on Research in Computational Molecular Biology (RECOMB 2012), Barcelona, Spain. Published in BMC Bioinformatics, Vol. 13, Suppl. 6:S2 | April 2012 | Algorithms | [PDF]
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| Reconstructing Boolean Models of Signaling | R. Sharan and R. M. Karp | Proceedings of the 16th Annual International Conference on Research in Computational Molecular Biology (RECOMB 2012), Barcelona, Spain, pp. 261-271 | April 2012 | Algorithms | |
| Carat: Collaborative Energy Bug Detection | A. J. Oliner, A. P. Iyer, E. Lagerspetz, I. Stoica, and S. Tarkoma | Poster and demo at the proceedings of the 9th USENIX Symposium on Networked Systems Design and Implementation (NSDI '12), San Jose, California | April 2012 | Networking | |
