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ICDM
2010
IEEE
122views Data Mining» more  ICDM 2010»
15 years 1 months ago
Learning Preferences with Millions of Parameters by Enforcing Sparsity
We study the retrieval task that ranks a set of objects for a given query in the pairwise preference learning framework. Recently researchers found out that raw features (e.g. word...
Xi Chen, Bing Bai, Yanjun Qi, Qihang Lin, Jaime G....
150
Voted
ICML
2007
IEEE
16 years 4 months ago
Reinforcement learning by reward-weighted regression for operational space control
Many robot control problems of practical importance, including operational space control, can be reformulated as immediate reward reinforcement learning problems. However, few of ...
Jan Peters, Stefan Schaal
138
Voted
NAACL
2010
15 years 1 months ago
Stream-based Translation Models for Statistical Machine Translation
Typical statistical machine translation systems are trained with static parallel corpora. Here we account for scenarios with a continuous incoming stream of parallel training data...
Abby Levenberg, Chris Callison-Burch, Miles Osborn...
145
Voted
HPCA
2001
IEEE
16 years 4 months ago
Reevaluating Online Superpage Promotion with Hardware Support
fipical translation lookaside buffers (TLBs)can map a far smaller region of memory than application footprints demand, and the cost of handling TLB misses therefore limits the per...
Zhen Fang, Lixin Zhang, John B. Carter, Wilson C. ...
HPCA
2007
IEEE
15 years 10 months ago
Error Detection via Online Checking of Cache Coherence with Token Coherence Signatures
To provide high dependability in a multithreaded system despite hardware faults, the system must detect and correct errors in its shared memory system. Recent research has explore...
Albert Meixner, Daniel J. Sorin