| CUDA-Level Performance with Python-Level Productivity for Gaussian Mixture Model Applications | H. Cook, E. Gonina, S. Kamil, G. Friedland, D. Patterson, and A. Fox | Proceedings of the Third USENIX Workshop on Hot Topics in Parallelism (HotPar ’11), Berkeley, California | May 2011 | Speech | [PDF]
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| User Verification: Matching the Uploaders of Videos Across Accounts | H. Lei, J. Choi, A. Janin, and G. Friedland | Proceedings of the IEEE International Conference on Acoustic, Speech, and Signal Processing (ICASSP 2011), Prague, Czech Republic, pp. 2404-2407 | May 2011 | Speech | [PDF]
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| Algorithms to Detect Multiprotein Modularity Conserved During Evolution | L. Hodgkinson and R. M. Karp | Proceedings of the 7th International Symposium on Bioinformatics Research
and Applications (ISBRA 2011), Changsha, China. Also in IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2011. | May 2011 | Algorithms | [PDF]
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| Click Trajectories: End-to-End Analysis of the Spam Value Chain | K. Levchenko, A. Pitsillidis, N. Chachra, B. Enright, M. Felegyhazi, C. Grier, T. Halvorson, C. Kanich, C. Kreibich, H. Liu, D. McCoy, N. Weaver, V. Paxson, G. M. Voelker, and S. Savage | Proceedings of the IEEE Symposium on Security and Privacy, pp. 431-446, Oakland, California | May 2011 | Networking | [PDF]
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| The SRI NIST 2010 Speaker Recognition Evaluation System | N. Scheffer, L. Ferrer, M. Graciarena, S. Kajarekar, E. Shriberg, and A. Stolcke | Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2011), Prague, Czech Republic, pp. 5292-5295 | May 2011 | Speech | [PDF]
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| The IBM 2009 GALE Arabic Speech Transcription System | B. Kingsbury, H. Soltau, G. Saon, S. Chu, H.-K. Kuo, L. Mangu, S. Ravuri, A. Janin, and N. Morgan | Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2011), Prague, Czech Republic, pp. 4672-4675 | May 2011 | Speech | [PDF]
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| Language-Independent Constrained Cepstral Features for Speaker Recognition | E. Shriberg and A. Stolcke | Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2011), Prague, Czech Republic, pp. 5296-5299 | May 2011 | Speech | [PDF]
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| Bird Species Recognition Combining Acoustic and Sequence Modeling | M. Graciarena, M. Delplanche, E. Shriberg, and A. Stolcke | Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2011), Prague, Czech Republic, pp. 341-344 | May 2011 | Speech | [PDF]
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| Design and Evaluation of a Real-Time URL Spam Filtering Service | K. Thomas, C. Grier, J. Ma, V. Paxson, and D. Song | Proceedings of the 32nd IEEE Symposium on Security and Privacy, Oakland, California, pp. 447-464 | May 2011 | Networking | [PDF]
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| Making the Most from Multiple Microphones in Meeting Recognition | A. Stolcke | Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2011), Prague, Czech Republic, pp. 4992-4995 | May 2011 | Speech | [PDF]
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| Associating Children’s Non-Verbal and Verbal Behaviour: Body Movements, Emotions, and Laughter in a Human-Robot Interaction | A. Batliner, S. Steidl, and E. Nöth | Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2011), Prague, Czech Republic, pp. 22-27 | May 2011 | Speech | [PDF]
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| Comparing Multilayer Perceptron to Deep Belief Network Tandem Features for Robust ASR | O. Vinyals and S. Ravuri | Proceedings of the 36th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP '11), Prague, Czech Republic | May 2011 | Speech | [PDF]
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| GQ: Practical Containment for Measuring Modern Malware Systems | C. Kreibich, N. Weaver, C. Kanich, W. Cui, and V. Paxson | ICSI Technical Report TR-11-002 | May 2011 | ICSI Technical Reports | [PDF]
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| Disk-Locality in Datacenter Computing Considered Irrelevant | G. Anantharayanan, A. Ghodsi, S. Shenker, and I. Stoica | Proceedings of the 13th Workshop on Hot Topics in Operating Systems (HotOS XIII), Napa, California | May 2011 | Networking | [PDF]
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| The RISC-V Instruction Set Manual, Volume I: Base User-Level ISA | A. Waterman, Y. Lee, D. Patterson, and K. Asanovic | EECS Department, UC Berkeley Technical Report No. UCB/EECS-2011-62, Berkeley, California | May 2011 | Architecture | [PDF]
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| Estimating Dominance in Multi-Party Meetings Using Speaker Diarization from a Single Microphone | H. Hung, Y. Huang, G. Friedland, and D. Gatica-Perez | IEEE Transactions on Audio, Speech and Language Processing, Vol. 19, No. 4, pp. 847–860 | May 2011 | Speech | |
| Review of F. V. Fomin and D. Kratsch, "Exact Exponential Algorithms" | M. Mnich | Operations Research Letters, Vol. 39, No. 3, pp. 229-230 | May 2011 | Algorithms | |
| Combinatorial Games with a Pass: A Dynamical Systems Approach | R. Morrison, E. Friedman, and A. Landsberg | Proceedings of the 4th International Conference on Chaotic Modeling, Simulation, and Applications (CHAOS2011), Agios Nikolaos, Greece | May 2011 | Algorithms | [PDF]
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| Robust Convergence in Pulse Coupled Oscillators with Delays | J. Nishimura and E. Friedman | In Physical Review Letters, Vol. 106, No. 19, DOI:10.1103/PhysRevLett.106.194101 | May 2011 | Algorithms | |
| Parametrized Shape Models for Clothing | S. Miller, M. Fritz, T. Darrell, and P. Abbeel | Proceedings of the 2011 IEEE International Conference on Robotics and Automation (ICRA 2011), Shanghai, China | May 2011 | Vision | [PDF]
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| A Combined Analytical and Search-Based Approach for the Inductive Synthesis of Functional Programs | E. Kitzelmann | Künstliche Intelligenz, Vol. 25, No. 2, pp. 179-182. Extended abstract of PhD thesis. Also in Ausgezeichnete Informatikdissertationen as "Ein kombinierter analytischer und suchbasierter Ansatz zur induktiven Synthese funktionaler Programme" (Extended abstract in German) | May 2011 | AI | [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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| Learning New Color Names Produces Rapid Increase in Gray Matter in the Intact Adult Human Cortex | V. Kwok, Z. Niu, P. Kay, K. Zhou, L. Mo, Z. Jin, K.-F. So, and L. H. Tan | Proceedings of the National Academy of Sciences of the United States of America, Vol. 108, No. 16, pp. 6686-6688. DOI:10.1073/pnas.1103217108. | April 2011 | AI | [PDF]
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| Short-Term Wind Energy Forecasting Using Support Vector Regression | O. Kramer and F. Gieseke | Proceedings of the International Conference on Soft Computing Models in Industrial and Environmental Applications (SoCo), Salamanca, Spain | April 2011 | Algorithms | [PDF]
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| Self-Stabilization in Hierarchically Structured Energy Markets | J. Laessig, B. Satzger, and O. Kramer | Proceedings of the 8th International Conference on Information Technology: New Generations (ITNG 2011), pp. 803-809, Las Vegas, Nevada | April 2011 | Algorithms | |
| City-Identification on Flickr Videos Using Acoustic Features | H. Lei, J. Choi, and G. Friedland | ICSI Technical Report TR-11-001 | April 2011 | ICSI Technical Reports | [PDF]
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| Automatic Tagging and Geo-Tagging in Video Collections and Communities | M. Larson, M. Soleymani, P. Serdyukov, S. Rudinac, C. Wartena, V. Murdock, G. Friedland, R. Ordelman, and G. J. F. Jones | Proceedings of the ACM International Conference on Multimedia Retrieval (ICMR 2011), Trento, Italy, April 2011 | April 2011 | Speech | [PDF]
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| Effects of Usage Based Feedback on Video Retrieval: A Simulation Based Study | D. Vallet, F. Hopfgartner, J. M. Jose, and P. Castells | ACM Transactions on Information Systems, Vol. 29, Issue 2, Article 11 | April 2011 | AI | [PDF]
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| Implications of Netalyzr's DNS Measurements | N. Weaver, C. Kreibich, B. Nechaev, and V. Paxson | Proceedings of the First Workshop on Securing and Trusting Internet Names (SATIN), Teddington, United Kingdom | April 2011 | Networking | [PDF]
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| The Ratio Method for Multi-View Color Constancy | T. Owens, K. Saenko, A. Chakrabarti, Y. Xiong, T. Zickler, and T. Darrell | EECS Department, UC Berkeley Technical Report No. UCB/EECS-2011-23, Berkeley, California | April 2011 | Vision | [PDF]
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| ICSI Gazette | | | March 2011 | ICSI Newsletter | [PDF]
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| On the Effects of Registrar-Level Intervention | H. Liu, K. Levchenko, M. Felegyhazi, C. Kreibich, G. Maier, G. M. Voelker, and Stefan Savage | Proceedings of the Fourth USENIX Workshop on Large-Scale Exploits and Emergent Threats (LEET '11), Boston, Massachusetts | March 2011 | Networking | [PDF]
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| Can Network Characteristics Detect Spam Effectively in a Stand-Alone Enterprise? | T. Ouyang, S. Ray, M. Rabinovich, and M. Allman | Proceedings of the 12th Passive and Active Measurement Conference (PAM 2011), Atlanta, Georgia | March 2011 | Networking | [PDF]
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| Detecting and Analyzing Automated Activity on Twitter | C. M. Zhang and V. Paxson | Proceedings of the 12th Passive and Active Measurement Conference (PAM 2011), Atlanta, Georgia | March 2011 | Networking | [PDF]
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| Dominant Resource Fairness: Fair Allocation of Multiple Resources in Datacenters | A. Ghodsi, M. Zaharia, B. Hindman, A. Konwinski, S. Shenker, and I. Stoica | Proceedings of the 8th USENIX Symposium on Networked Systems Design and Implementation (NSDI 2011), Boston, Massachusetts | March 2011 | Networking | [PDF]
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| Datacenter-Scale Network Research on FPGAs | Z. Tan, K. Asanovic, and D. Patterson | Proceedings of the Exascale Evaluation and Research Techniques Workshop (EXERT 2011) at the 16th International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS 2011), Newport Beach, California | March 2011 | Architecture | [PDF]
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| NAT Usage in Residential Broadband Networks | G. Maier, F. Schneider, and A. Feldmann | Proceedings of the 12th International Conference on Passive and Active Network Measurement (PAM 2011), Atlanta, Georgia | March 2011 | Networking | [PDF]
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| Pedigree Reconstruction Using Identity by Descent | B. Kirkpatrick, S. C. Li, R. M. Karp, and E. Halperin | Proceedings of the 15th Annual International Conference on Research in Computational Molecular Biology (RECOMB 2011),Vancouver, British Columbia, Canada, pp. 136-152. Also appeared in Journal of Computational Biology, Vol. 18, No. 11, pp. 1481-1493, November 2011. | March 2011 | Algorithms | [PDF]
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| Mesos: A Platform for Fine-Grained Resource Sharing in the Data Center | B. Hindman, A. Konwinski, M. Zaharia, A. Ghodsi, A. Joseph, R. Katz, S. Shenker, and I. Stoica | Proceedings of the 8th USENIX Symposium on Networked Systems Design and Implementation (NSDI 2011), Boston, Massachusetts | March 2011 | Networking | [PDF]
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| Genotyping Common and Rare Variation Using Overlapping Pool Sequencing | D. He, N. Zaitlen, B. Pasaniuc, E. Eskin, and E. Halperin | BMC Informatics, Vol. 12, Suppl. 6. Also appears in the proceedings of the First Annual RECOMB Satellite Workshop on Massively Parallel Sequencing (RECOMB-seq), Vancouver, Canada, pp. 26-27 | March 2011 | Algorithms | [PDF]
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| Large-scale Association Analysis Identifies 13 New Susceptibility Loci for Coronary Artery Disease | The CARDIoGRAM Consortium | Nature Genetics, Vol. 43, No. 4, pp. 333-338 | March 2011 | Algorithms | |
| Towards Situational Awareness of Large-Scale Botnet Probing Events | Z. Li, A. Goyal, Y. Chen, and V. Paxson | IEEE Transactions on Information Forensics and Security, Vol. 6, No. 1, pp. 175-188 | March 2011 | Networking | [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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| Genotype Is a Stronger Determinant than Sex of the Mouse Gut Microbiota | A. Kovacs, N. Ben-Jacob, H. Tayem, E. Halperin, F. A. Iraqi, and U. Gophna | Microbial Ecology, Vol. 61, No. 2, pp. 423-428 | February 2011 | Algorithms | |
| Adaptive Interactive News Video Recommendation: An Example System | F. Hopfgartner | Proceedings of the Second International Workshop on Semantic Models for Adaptive Interactive Systems (SEMAIS’11), Palo Alto, California | February 2011 | AI | [PDF]
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| Autonomous and Scalable Failure Detection in Distributed Systems | B. Satzger, A. Pietzowski, and T. Ungerer | International Journal of Autonomous and Adaptive Communications Systems, Vol. 4, No.1, pp. 61-77 | January 2011 | Algorithms | |
| Simple Max-Min Ant Systems and the Optimization of Linear Pseudo-Boolean Functions | T. Koetzing, F. Neumann, D. Sudholt, and M. Wagner | Proceedings of the 11th Foundations of Genetic Algorithms Workshop (FOGA XI), pp. 209-218, Schwarzenberg, Austria | January 2011 | Algorithms | [PDF]
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| Adaptive Population Models for Offspring Populations and Parallel Evolutionary Algorithms | J. Laessig and D. Sudholt | Proceedings of the 11th Foundations of Genetic Algorithms Workshop (FOGA XI), pp. 181-192, Schwarzenberg, Austria | January 2011 | Algorithms | [PDF]
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| Using Markov-Chain Mixing Time Estimates for the Analysis of Ant Colony Optimization | D. Sudholt | Proceedings of the 11th Foundations of Genetic Algorithms Workshop (FOGA XI), pp. 139-150, Schwarzenberg, Austria | January 2011 | Algorithms | [PDF]
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| Algorithms for Implicit Hitting Set Problems | K. Chandrasekaran, R. Karp, E. Moreno-Centeno, and S. Vempala | Proceedings of the ACM-SIAM Symposium on Discrete Algorithms (SODA 2011), pp. 614-629, San Francisco, California | January 2011 | Algorithms | [PDF]
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