Beyond Point Estimate: Inferring Ensemble Prediction Variation from Neuron Activation Strength in Recommender Systems.

Zhe Chen|Yuyan Wang|Dong Lin|Derek Zhiyuan Cheng|Lichan Hong|Ed H. Chi|Claire Cui


Anthology ID:DBLP:conf/wsdm/ChenWLCHCC21
Volume:WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021
Year:2021
Venue:Web Search and Data Mining (WSDM)
Publisher:ACM
Pages:76-84
URL:https://doi.org/10.1145/3437963.3441770
DOI:https://doi.org/10.1145/3437963.3441770
DBLP:conf/wsdm/ChenWLCHCC21
BibTeX:
@inproceedings{chen-2021-beyond, author = {Zhe Chen and Yuyan Wang and Dong Lin and Derek Zhiyuan Cheng and Lichan Hong and Ed H. Chi and Claire Cui}, editor = {Liane Lewin-Eytan and David Carmel and Elad Yom-Tov and Eugene Agichtein and Evgeniy Gabrilovich}, title = {{Beyond Point Estimate: Inferring Ensemble Prediction Variation from Neuron Activation Strength in Recommender Systems}}, booktitle = {{WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021}}, pages = {76--84}, publisher = {ACM}, year = {2021}, url = {https://doi.org/10.1145/3437963.3441770}, doi = {https://doi.org/10.1145/3437963.3441770} }