about me
cv + bio
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research
teaching
students
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I am Hal Daume III, an Assistant Professor in Computer Science at the U of Utah (CV). My research is in
machine learning (primarily Bayesian methods and structured
prediction), natural language processing and computational biology.
More thoughts on these fields are on my blog.
Recent publications:
- Unsupervised POS without Lexicons [AT,HD] (NIPS09 Wksp)
- Fast Search for IBP [PR,HD] (NIPS09 Wksp)
- Multi-Label Prediction via Infinite CCA [PR,HD] (NIPS09)
- Markov Random Topic Fields [HD] (ACL 2009)
- Semi-supervised or Semi-unsupervised? [HD] (SSLNLP 2009)
- Bayesian Hierarchical Multitask Learning [HD] (UAI 2009)
- Unsupervised Search-based Structured Pred [HD] (ICML 2009)
- Exponential Family Hybrid Learning [AA,HD] (IJCAI09)
- One-pass SVMs [PR,HD,SV] (IJCAI09)
- Bayesian Areal Linguistics [HD] (NAACL09)
- Streaming NLP: Language Modeling [AG,HD,SV] (NAACL09)
- Search-based Structured Prediction [HD,JL,DM] (MLJ09)
- Bayesian Coarse Graining [PL,QS,HD,GV] (J Chem Phys,09)
- Perceptron-based Coherence Prediction [DG,HD,JC] (ICSA08)
- Infinite Hierarchical Factor Regression [PR,HD] (NIPS08)
- Cross-Task Self Training [HD] (EMNLP08)
- Trading Structure for Features [PL,HD,DK] (ICML08)
- Name Transliteration in SMT [UH,KK,HD] (ACL08)
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Office: MEB 3126
Phone: 801-585-3586
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Recent software:
- HBC to simulate and compile Bayesian models (updated 03 Apr 2008)
- WhatToSee to find research papers relevant to your interests (updated 09 May 2007)
- MegaM for training maximum entropy and perceptron models (updated 08 Oct 07)
- DPSearch for fast DP inference (updated 20 Dec 06)
- TagChunk for POS tagging, shallow parsing and NER (updated 11 Oct 08)
- FastDT for training boosted and bagged decision trees (updated 05 Sep 06)
Recent teaching:
| | CS 7941 | | (Fall | 2009) |
| | CS 5350/6350 | | (Fall | 2009) |
| | CS 7941 | | (Summer | 2009) |
| | CS 5300/6300 | | (Spring | 2009) |
| | CS 7941 | | (Spring | 2009) |
| | CS 5350/6350 | | (Fall | 2008) |
| | CS 7941 | | (Fall | 2008) |
| | CS 7941 | | (Summer | 2008) |
| | CS 5350/6350 | | (Spring | 2008) |
| | CS 7941 | | (Spring | 2008) |
| | CS 5964/6964 | | (Fall | 2007) |
| | CS 7941 | | (Summer | 2008) |
| | CS 5350/6350 | | (Spring | 2007) |
Students:
Prospective students: Read this and email me after taking machine learning and/or NLP about potential research.
Current students:
Arvind Agarwal (PhD),
Scott Alfeld (BS),
Amit Goyal (PhD),
Piyush Rai (PhD).
Upcoming conferences: (bold = plan to attend):
| Location | Due Date | Notification | Conference Dates |
| NIPS 09 | Vancouver | Past | Past | 08-13 Dec 08 |
| PSB 10 | Hawaii | Past | Past | 04-08 Jan 10 |
| SODA 10 | Austin | Past | ?? Sep 09 | 17-19 Jan 10 |
| AISTATS 10 | Sardinia | 06 Nov 09 | 03 Feb 10 | 13-15 May 10 |
| RECOMB 10 | Lisbon | 05 Oct 09 | 08 Dec 09 | 25-28 Apr 10 |
| NAACL-HLT 10 | Los Angeles | 01 Dec 09? | TBA | 01-06 Jun 10 |
| CVPR 10 | San Francisco | 19 Nov 09 | 24 Feb 10 | 13-18 Jun 10 |
| ICML 10 | Haifa | 01 Feb 10? | 13 Apr 10? | 21-24 Jun 10 |
| COLT 10 | Haifa | TBA | TBA | 25-29 Jun 10 |
| ISMB 10 | Boston | 08 Jan 10 | 02 Mar 10 | 11-13 Jul 10 |
| AAAI 10 | Atlanta | 15 Jan 10 | 26 Mar 10 | 11-15 Jul 10 |
| ACL 10 | Uppsala | 15 Feb 10? | TBA | 11-16 Jul 10 |
| CONLL 10 | TBA | TBA | TBA | 17-18 Jul 10 |
| COLING 10 | Beijing | 19 Apr 10 | 28 May 10 | 23-27 Aug 10 |
| SIGIR 10 | Geneva | TBA | TBA | TBA |
| KDD 10 | TBA | TBA | TBA | TBA |
| EMNLP 10 | TBA | TBA | TBA | TBA |
| UAI 10 | TBA | TBA | TBA | TBA |
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