Travelled to:1 × Canada
1 × China
1 × Italy
4 × USA
Collaborated with:M.Allamanis A.McCallum E.T.Barr C.Bird K.Geras Y.Diao J.M.Fowkes R.Hall K.Rohanimanesh N.Katirtzis T.Diamantopoulos Maria I. Gorinova A.D.Gordon T.T.L.Tran A.Liu Z.Cao P.J.Shenoy
Talks about:code (4) probabilist (3) sourc (3) field (3) mine (3) use (3) random (2) effici (2) condit (2) model (2)
Person: Charles A. Sutton
DBLP: Sutton:Charles_A=
Contributed to:
2015
2014
2013
2013
20132011
2008200720042016
2018
2019Wrote 14 papers:
- ESEC-FSE-2015-AllamanisBBS
- Suggesting accurate method and class names (MA, ETB, CB, CAS), pp. 38–49.
- FSE-2014-AllamanisBBS #learning
- Learning natural coding conventions (MA, ETB, CB, CAS), pp. 281–293.
- FSE-2014-AllamanisS #mining #source code
- Mining idioms from source code (MA, CAS), pp. 472–483.
- ICML-c3-2013-GerasS #multi
- Multiple-source cross-validation (KG, CAS), pp. 1292–1300.
- MSR-2013-AllamanisS #stack overflow #topic #what #why
- Why, when, and what: analyzing stack overflow questions by topic, type, and code (MA, CAS), pp. 53–56.
- MSR-2013-AllamanisS13a #mining #modelling #repository #source code #using
- Mining source code repositories at massive scale using language modeling (MA, CAS), pp. 207–216.
- VLDB-2013-TranDSL #nondeterminism
- Supporting User-Defined Functions on Uncertain Data (TTLT, YD, CAS, AL), pp. 469–480.
- VLDB-2011-CaoSDS #distributed #monitoring #query
- Distributed inference and query processing for RFID tracking and monitoring (ZC, CAS, YD, PJS), pp. 326–337.
- KDD-2008-HallSM #dependence #using
- Unsupervised deduplication using cross-field dependencies (RH, CAS, AM), pp. 310–317.
- ICML-2007-SuttonM #performance #pseudo #random
- Piecewise pseudolikelihood for efficient training of conditional random fields (CAS, AM), pp. 863–870.
- ICML-2004-SuttonRM #modelling #probability #random #sequence
- Dynamic conditional random fields: factorized probabilistic models for labeling and segmenting sequence data (CAS, KR, AM).
- FSE-2016-FowkesS #api #git #mining #probability
- Parameter-free probabilistic API mining across GitHub (JMF, CAS), pp. 254–265.
- FASE-2018-KatirtzisDS #api #clustering #using
- Summarizing Software API Usage Examples Using Clustering Techniques (NK, TD, CAS), pp. 189–206.
- POPL-2019-GorinovaGS #flexibility #performance #probability #programming
- Probabilistic programming with densities in SlicStan: efficient, flexible, and deterministic (MIG, ADG, CAS), p. 30.