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B

Bhavya Kailkhura

Lawrence Livermore National Laboratory

27H指数
232论文数
2.9K被引数
收录论文 22
发表时间
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“Understanding Robustness Lottery”: A Geometric Visual Comparative Analysis of Neural Network Pruning Approaches“理解鲁棒性彩券”：神经网络剪枝方法几何可视化的比较分析
errIEEE Transactions on Visualization and Computer Graphics
IF6.5
err2025-09-01
err0
errOAAI
errZhimin Li; Shusen Liu; Xin Yu; Kailkhura Bhavya; Jie Cao; James Daniel Diffenderfer; Peer-Timo Bremer; Valerio Pascucci
err分享
err收藏
Deep learning of PDE correction and mesh adaption without automatic differentiation偏微分方程修正和网格自适应的深度学习研究（无自动微分）
errMACHINE LEARNING
IF2.9
err2025-02-06
err0
PREAI
errMa, Shaocong; Diffenderfer, James; Kailkhura, Bhavya; Zhou, Yi
err分享
err收藏
A comparative study of predicting high entropy alloy phase fractions with traditional machine learning and deep neural networks传统机器学习和深度神经网络预测高熵合金相分数的对比研究
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2024-08-09
err2
errOAAI
errLiu, Shusen; Bocklund, Brandon; Diffenderfer, James; Chaganti, Shreya; Kailkhura, Bhavya; McCall, Scott K.; Gallagher, Brian; Perron, Aurelien; McKeown, Joseph T.
err分享
err收藏
An accelerated proximal algorithm for regularized nonconvex and nonsmooth bi-level optimization正则化非凸非光滑双层优化的加速近端算法
errMACHINE LEARNING
IF2.9
err2023-04-07
err2
PREAI
errChen, Ziyi; Kailkhura, Bhavya; Zhou, Yi
err分享
err收藏
Representing Polymers as Periodic Graphs with Learned Descriptors for Accurate Polymer Property Predictions
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2022-10-31
err28
errOAAI
errAntoniuk, Evan R.; Li, Peggy; Kailkhura, Bhavya; Hiszpanski, Anna M.
err分享
err收藏
Explainable machine learning in materials science材料科学中的可解释机器学习
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2022-09-22
err121
errOAAI
errZhong, Xiaoting; Gallagher, Brian; Liu, Shusen; Kailkhura, Bhavya; Hiszpanski, Anna; Han, T. Yong-Jin
err分享
err收藏
Enabling machine learning-ready HPC ensembles with Merlin使用Merlin实现机器学习就绪型HPC集成
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2022-06-01
err19
errOAAI
errPeterson, J. Luc; Bay, Ben; Koning, Joe; Robinson, Peter; Semler, Jessica; White, Jeremy; Anirudh, Rushil; Athey, Kevin; Bremer, Peer-Timo; Di Natale, Francesco; Fox, David; Gaffney, Jim A.; Jacobs, Sam A.; Kailkhura, Bhavya; Kustowski, Bogdan; Langer, Steven; Spears, Brian; Thiagarajan, Jayaraman; Van Essen, Brian; Yeom, Jae-Seung
err分享
err收藏
Attribution-Driven Explanation of the Deep Neural Network Model via Conditional Microstructure Image Synthesis
errACS OMEGA
IF4.3
err2022-01-07
err3
errOAAI
errLiu, Shusen; Kailkhura, Bhavya; Zhang, Jize; Hiszpanski, Anna M.; Robertson, Emily; Loveland, Donald; Zhong, Xiaoting; Han, T. Yong-Jin
err分享
err收藏
Preventing Failures by Dataset Shift Detection in Safety-Critical Graph Applications
errFRONTIERS IN ARTIFICIAL INTELLIGENCE
IF4.7
err2021-05-18
err1
errOAAI
errSong, Hoseung; Thiagarajan, Jayaraman J.; Kailkhura, Bhavya
err分享
err收藏
Leveraging Uncertainty from Deep Learning for Trustworthy Material Discovery Workflows
errACS OMEGA
IF4.3
err2021-05-04
err8
errOAAI
errZhang, Jize; Kailkhura, Bhavya; Han, T. Yong-Jin
err分享
err收藏
Coverage-Based Designs Improve Sample Mining and Hyperparameter Optimization基于覆盖率的设计改进了样本挖掘和超参数优化
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2021-03-01
err9
errOAAI
errMuniraju, Gowtham; Kailkhura, Bhavya; Thiagarajan, Jayaraman J.; Bremer, Peer-Timo; Tepedelenlioglu, Cihan; Spanias, Andreas
err分享
err收藏
Automated Identification of Molecular Crystals' Packing Motifs
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2020-11-27
err7
errOAAI
errLoveland, Donald; Kailkhura, Bhavya; Karande, Piyush; Hiszpanski, Anna M.; Han, T. Yong-Jin
err分享
err收藏
A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning Principals, recent advances, and applications
errIEEE SIGNAL PROCESSING MAGAZINE
IF9.6
err2020-09-01
err94
errOAAI
errLiu, Sijia; Chen, Pin-Yu; Kailkhura, Bhavya; Zhang, Gaoyuan; Hero, Alfred O., III; Varshney, Pramod K.
err分享
err收藏
Nanomaterial Synthesis Insights from Machine Learning of Scientific Articles by Extracting, Structuring, and Visualizing Knowledge
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2020-04-14
err51
errOAAI
errHiszpanski, Anna M.; Gallagher, Brian; Chellappan, Karthik; Li, Peggy; Liu, Shusen; Kim, Hyojin; Han, Jinkyu; Kailkhura, Bhavya; Buttler, David J.; Han, Thomas Yong-Jin
err分享
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MimicGAN: Robust Projection onto Image Manifolds with Corruption Mimicking
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2020-03-05
err21
errOAAI
errAnirudh, Rushil; Thiagarajan, Jayaraman J.; Kailkhura, Bhavya; Bremer, Peer-Timo
err分享
err收藏
Anomalous Example Detection in Deep Learning: A Survey
errIEEE ACCESS
IF3.6
err2020-01-01
err126
errOAAI
errBulusu, Saikiran; Kailkhura, Bhavya; Li, Bo; Varshney, Pramod K.; Song, Dawn
err分享
err收藏
Reliable and explainable machine-learning methods for accelerated material discovery用于加速材料发现的可靠且可解释的机器学习方法
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2019-11-14
err123
errOAAI
errKailkhura, Bhavya; Gallagher, Brian; Kim, Sookyung; Hiszpanski, Anna; Han, T. Yong-Jin
err分享
err收藏
Joint Sparsity Pattern Recovery With 1-b Compressive Sensing in Distributed Sensor Networks
errIEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS
IF4.9
err2019-03-01
err12
errOAAI
errKafle, Swatantra; Gupta, Vipul; Kailkhura, Bhavya; Wimalajeewa, Thakshila; Varshney, Pramod K.
err分享
err收藏
Data Falsification Attacks on Consensus-Based Detection Systems基于共识的检测系统上的数据伪造攻击
errIEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS
IF4.9
err2017-03-01
err69
errOAAI
errKailkhura, Bhavya; Brahma, Swastik; Varshney, Pramod K.
err分享
err收藏
Stair Blue Noise Sampling楼梯蓝噪采样
errACM TRANSACTIONS ON GRAPHICS
IF9.5
err2016-12-05
err15
PREAI
errKailkhura, Bhavya; Thiagarajan, Jayaraman J.; Bremer, Peer-Timo; Varshney, Pramod K.
err分享
err收藏

研究方向

暂无研究方向
合作学者
合作期刊
D
Dawn Song
H 指数: 118 · 论文数: 560
P
Pramod K. Varshney
H 指数: 82 · 论文数: 1.0K
A
Alfred O. Hero
H 指数: 71 · 论文数: 1.1K
V
Valerio Pascucci
H 指数: 55 · 论文数: 466
P
Pin‐Yu Chen
H 指数: 54 · 论文数: 691
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