papers
Publications (17)
quant-ph2016
What is the Computational Value of Finite Range Tunneling?
Vasil S. Denchev, Sergio Boixo, Sergei V. Isakov +5
cs.CL2016
Multilingual Word Embeddings using Multigraphs
Radu Soricut, Nan Ding
q-bio.TO2013
Warburg Effect due to Exposure to Different Types of Radiation
Zhitong Bing, Bin Ao, Yanan Zhang +11
astro-ph.GA2018
Physical properties variation across the green valley for local galaxies
Xue Ge, Qiu-Sheng Gu, Yong-Yun Chen +1
stat.ML2016
On the Convergence of Stochastic Gradient MCMC Algorithms with High-Order Integrators
Changyou Chen, Nan Ding, Lawrence Carin
cs.LG2012
Dependent Hierarchical Normalized Random Measures for Dynamic Topic Modeling
Changyou Chen, Nan Ding, Wray Buntine
cs.LG2015
Probabilistic Label Relation Graphs with Ising Models
Nan Ding, Jia Deng, Kevin Murphy +1
cs.LG2015
Totally Corrective Boosting with Cardinality Penalization
Vasil S. Denchev, Nan Ding, Shin Matsushima +2
cs.LG2017
Cold-Start Reinforcement Learning with Softmax Policy Gradient
Nan Ding, Radu Soricut
quant-ph2017
Characterizing Quantum Supremacy in Near-Term Devices
Sergio Boixo, Sergei V. Isakov, Vadim N. Smelyanskiy +6
cs.LG2012
Theory of Dependent Hierarchical Normalized Random Measures
Changyou Chen, Wray Buntine, Nan Ding
quant-ph2012
Robust Classification with Adiabatic Quantum Optimization
Vasil S. Denchev, Nan Ding, S. V. N. Vishwanathan +1
cs.CL2016
Understanding Image and Text Simultaneously: a Dual Vision-Language Machine Comprehension Task
Nan Ding, Sebastian Goodman, Fei Sha +1
cs.LG2014
Construction of non-convex polynomial loss functions for training a binary classifier with quantum annealing
Ryan Babbush, Vasil Denchev, Nan Ding +2
stat.ML2016
Stochastic Gradient MCMC with Stale Gradients
Changyou Chen, Nan Ding, Chunyuan Li +2
cs.CL2018
SHAPED: Shared-Private Encoder-Decoder for Text Style Adaptation
Ye Zhang, Nan Ding, Radu Soricut
cs.CL2016
Building Large Machine Reading-Comprehension Datasets using Paragraph Vectors
Radu Soricut, Nan Ding