Xinjie Lan

12 papers B 1C 1Misc 1Journal 6Unranked 3
YearRankTypeTitle / Venue / Authors
2021 J jnl
A Probabilistic Representation of DNNs: Bridging Mutual Information and Generalization.
CoRR
Xinjie Lan, Kenneth E. Barner
2021 — conf
An Information Theoretic Defense Algorithm against Adversarial Attacks on Deep Learning.
AISS
Xinjie Lan, Samet Bayram, Kenneth E. Barner
2021 — conf
Beyond the Bias Variance Trade-Off: A Mutual Information Trade-Off in Deep Learning.
MLSP
Xinjie Lan, Bin Zhu, Charles Boncelet, Kenneth E. Barner
2020 J jnl
A Probabilistic Representation of Deep Learning for Improving The Information Theoretic Interpretability.
CoRR
Xinjie Lan, Kenneth E. Barner
2020 B conf
Multi-rate Attention Based GRU Model for Engagement Prediction.
ICMI
Bin Zhu, Xinjie Lan, Xin Guo, Kenneth E. Barner, Charles Boncelet
2020 J jnl
PAC-Bayesian Generalization Bounds for MultiLayer Perceptrons.
CoRR
Xinjie Lan, Xin Guo, Kenneth E. Barner
2019 J jnl
A Probabilistic Representation of Deep Learning.
CoRR
Xinjie Lan, Kenneth E. Barner
2019 J jnl
A synthetic dataset for deep learning.
CoRR
Xinjie Lan
2019 J jnl
Explicitly Bayesian Regularizations in Deep Learning.
CoRR
Xinjie Lan, Kenneth E. Barner
2019 C conf
Regularization Learning for Image Recognition.
ICMLA
Xinjie Lan, Kenneth E. Barner
2018 Misc conf
From MRFS to CNNS: A novel image restoration method.
CISS
Xinjie Lan, Kenneth E. Barner
2017 — conf
Field of experts: Optimal structured Bayesian compressed sensing.
GlobalSIP
Xinjie Lan, Kenneth E. Barner