Search results for "sparsity"

Hits ?▲	Authors	Title	Venue	Year	Link
10	Chris Welty, Lora Aroyo, Flip Korn, Sara M. McCarthy, Shubin Zhao	Addressing Label Sparsity With Class-Level Common Sense for Google Maps.	Frontiers Artif. Intell.	2022	DBLP DOI BibTeX RDF
10	Yuxuan Zhang, Yuxi Jin, Yongqing Wu, Chengpeng Hao, Danilo Orlando	Sparsity-Based Time Delay Estimation Through the Matched Filter Outputs.	IEEE Signal Process. Lett.	2022	DBLP DOI BibTeX RDF
10	Yi Yu 0002, Lu Lu 0005, Yuriy V. Zakharov, Rodrigo C. de Lamare, Badong Chen	Robust Sparsity-Aware RLS Algorithms With Jointly-Optimized Parameters Against Impulsive Noise.	IEEE Signal Process. Lett.	2022	DBLP DOI BibTeX RDF
10	Arian Eamaz, Farhang Yeganegi, Mojtaba Soltanalian	On the Building Blocks of Sparsity Measures.	IEEE Signal Process. Lett.	2022	DBLP DOI BibTeX RDF
10	Yiwen Sun, Wenzheng Hu, Donghua Zhou, Baichuan Mo, Kun Fu 0002, Zhengping Che, Zheng Wang 0010, Shenhao Wang, Jinhua Zhao, Jieping Ye, Jian Tang 0008, Changshui Zhang	Alleviating Data Sparsity Problems in Estimated Time of Arrival via Auxiliary Metric Learning.	IEEE Trans. Intell. Transp. Syst.	2022	DBLP DOI BibTeX RDF
10	Takuya Ikeda, Kazunori Sakurama, Kenji Kashima	Multiple Sparsity Constrained Control Node Scheduling With Application to Rebalancing of Mobility Networks.	IEEE Trans. Autom. Control.	2022	DBLP DOI BibTeX RDF
10	Emily Jensen, Bassam Bamieh	An Explicit Parametrization of Closed Loops for Spatially Distributed Controllers With Sparsity Constraints.	IEEE Trans. Autom. Control.	2022	DBLP DOI BibTeX RDF
10	Jize Xue, Yongqiang Zhao 0001, Yuanyang Bu, Jonathan Cheung-Wai Chan, Seong G. Kong	When Laplacian Scale Mixture Meets Three-Layer Transform: A Parametric Tensor Sparsity for Tensor Completion.	IEEE Trans. Cybern.	2022	DBLP DOI BibTeX RDF
10	Ting Xie, Shutao Li, Jibao Lai	Adaptive Rank and Structured Sparsity Corrections for Hyperspectral Image Restoration.	IEEE Trans. Cybern.	2022	DBLP DOI BibTeX RDF
10	Zhiyuan Zha, Xin Yuan 0002, Bihan Wen, Jiachao Zhang, Ce Zhu	Nonconvex Structural Sparsity Residual Constraint for Image Restoration.	IEEE Trans. Cybern.	2022	DBLP DOI BibTeX RDF
10	Isaac Harris, Jacob D. Rezac	A sparsity-constrained sampling method with applications to communications and inverse scattering.	J. Comput. Phys.	2022	DBLP DOI BibTeX RDF
10	Takuya Ikeda, Masaaki Nagahara	Resource-aware time-optimal control with multiple sparsity measures.	Autom.	2022	DBLP DOI BibTeX RDF
10	Myeonggu Kang, Hyeonuk Kim, Hyein Shin, Jaehyeong Sim, Kyeonghan Kim, Lee-Sup Kim	S-FLASH: A NAND Flash-Based Deep Neural Network Accelerator Exploiting Bit-Level Sparsity.	IEEE Trans. Computers	2022	DBLP DOI BibTeX RDF
10	Iacopo Vagliano, Lukas Galke, Ansgar Scherp	Recommendations for item set completion: on the semantics of item co-occurrence with data sparsity, input size, and input modalities.	Inf. Retr. J.	2022	DBLP DOI BibTeX RDF
10	Christoph Buchheim, Emiliano Traversi	Convex optimization under combinatorial sparsity constraints.	Oper. Res. Lett.	2022	DBLP DOI BibTeX RDF
10	Ruiki Kobayashi, Genki Fujii, Yuta Yoshida, Takeru Ota, Fumiaki Nin, Hiroshi Hibino, Samuel Choi, Shunsuke Ono, Shogo Muramatsu	Sparsity-Aware OCT Volumetric Data Restoration Using Optical Synthesis Model.	IEEE Trans. Computational Imaging	2022	DBLP DOI BibTeX RDF
10	Kaiyuan Feng, Xia Fei, Maoguo Gong, A. Kai Qin, Hao Li 0009, Yue Wu 0004	An Automatically Layer-Wise Searching Strategy for Channel Pruning Based on Task-Driven Sparsity Optimization.	IEEE Trans. Circuits Syst. Video Technol.	2022	DBLP DOI BibTeX RDF
10	Mingxin Zhao, Junbo Peng, Shuangming Yu, Liyuan Liu, Nanjian Wu	Exploring Structural Sparsity in CNN via Selective Penalty.	IEEE Trans. Circuits Syst. Video Technol.	2022	DBLP DOI BibTeX RDF
10	Jingfei Jiang, Tao Xiao, Jinwei Xu, Dong Wen 0004, Lei Gao, Yong Dou	A low-latency LSTM accelerator using balanced sparsity based on FPGA.	Microprocess. Microsystems	2022	DBLP DOI BibTeX RDF
10	Ningyi Liao, Shufan Wang, Liyao Xiang, Nanyang Ye 0001, Shuo Shao, Pengzhi Chu	Achieving adversarial robustness via sparsity.	Mach. Learn.	2022	DBLP DOI BibTeX RDF
10	Alireza Naderi, Yaniv Plan	Sparsity-Free Compressed Sensing With Applications to Generative Priors.	IEEE J. Sel. Areas Inf. Theory	2022	DBLP DOI BibTeX RDF
10	Wojciech Romaszkan, Tianmu Li, Puneet Gupta 0001	SASCHA - Sparsity-Aware Stochastic Computing Hardware Architecture for Neural Network Acceleration.	IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.	2022	DBLP DOI BibTeX RDF
10	Wen Zhang, Mimi Xie, Caleb Scott, Chen Pan	Sparsity-Aware Intelligent Spatiotemporal Data Sensing for Energy Harvesting IoT System.	IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.	2022	DBLP DOI BibTeX RDF
10	Mahsa Paknezhad, Cuong Phuc Ngo, Amadeus Aristo Winarto, Alistair Cheong, Beh Chuen Yang, Jiayang Wu, Hwee Kuan Lee	Explaining adversarial vulnerability with a data sparsity hypothesis.	Neurocomputing	2022	DBLP DOI BibTeX RDF
10	Niels Grüttemeier, Christian Komusiewicz	Learning Bayesian Networks Under Sparsity Constraints: A Parameterized Complexity Analysis.	J. Artif. Intell. Res.	2022	DBLP DOI BibTeX RDF
10	Gopal Behera, Neeta Nain	Handling data sparsity via item metadata embedding into deep collaborative recommender system.	J. King Saud Univ. Comput. Inf. Sci.	2022	DBLP DOI BibTeX RDF
10	Di Zhang, Yimao Sun, Fengrui Zhang, Qun Wan	Phase retrieval for signals with block sparsity using BOMP: Algorithms and recovery guarantees.	Digit. Signal Process.	2022	DBLP DOI BibTeX RDF
10	Nasser Mourad	Group-sparse mode decomposition: A signal decomposition algorithm based on group-sparsity in the frequency domain.	Digit. Signal Process.	2022	DBLP DOI BibTeX RDF
10	Siwei Kou, Xi'an Feng	High-resolution reconstruction of multi-highlight bearings of underwater target with L1 norm sparsity measure.	Digit. Signal Process.	2022	DBLP DOI BibTeX RDF
10	Zhanzhan Shi, Zhijun Zhang, Huailai Zhou, Yuanjun Wang	Inversion-based pre-stack gather flattening by exploiting temporal sparsity.	Digit. Signal Process.	2022	DBLP DOI BibTeX RDF
10	Abhijit Mishra, Upendra Kumar Sahoo, Subrata Maiti	Sparsity-enabled radio tomographic imaging using quantized received signal strength observations.	Digit. Signal Process.	2022	DBLP DOI BibTeX RDF
10	Pengfei Liu 0002, Yun Li 0009	Spectral Gradient Fidelity and Spatial Hessian Hyper-Laplacian Sparsity Constraints for Variational Pansharpening.	IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.	2022	DBLP DOI BibTeX RDF
10	Samiran Das, Sawon Pratiher, Chirag Kyal, Pedram Ghamisi	Sparsity Regularized Deep Subspace Clustering for Multicriterion-Based Hyperspectral Band Selection.	IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.	2022	DBLP DOI BibTeX RDF
10	Shahin M. Abdulla, J. Jayakumari	Improving time-frequency sparsity for enhanced audio source separation in degenerate unmixing estimation technique algorithm.	J. Control. Decis.	2022	DBLP DOI BibTeX RDF
10	Oliver Gebhard, Max Hahn-Klimroth, Olaf Parczyk, Manuel Penschuck, Maurice Rolvien, Jonathan Scarlett, Nelvin Tan	Near-Optimal Sparsity-Constrained Group Testing: Improved Bounds and Algorithms.	IEEE Trans. Inf. Theory	2022	DBLP DOI BibTeX RDF
10	Hongzhi Yin, Qinyong Wang, Kai Zheng 0001, Zhixu Li, Xiaofang Zhou 0001	Overcoming Data Sparsity in Group Recommendation.	IEEE Trans. Knowl. Data Eng.	2022	DBLP DOI BibTeX RDF
10	Giancarlo Pastor, Inmaculada Mora-Jiménez, Riku Jäntti, Antonio J. Caamaño	Constructing Measures of Sparsity.	IEEE Trans. Knowl. Data Eng.	2022	DBLP DOI BibTeX RDF
10	Sebastian Lämmel, Vladimir Shikhman	On nondegenerate M-stationary points for sparsity constrained nonlinear optimization.	J. Glob. Optim.	2022	DBLP DOI BibTeX RDF
10	Chuyang Ke, Jean Honorio	Provable Guarantees for Sparsity Recovery with Deterministic Missing Data Patterns.	CoRR	2022	DBLP DOI BibTeX RDF
10	Xinyu Xie, Yongpeng Wu 0001, Jianping An, Junyuan Gao, Wenjun Zhang 0001, Chengwen Xing, Kai-Kit Wong, Chengshan Xiao	Massive Unsourced Random Access: Exploiting Angular Domain Sparsity.	CoRR	2022	DBLP BibTeX RDF
10	Mostafa Sadeghi, Paul Magron	A Sparsity-promoting Dictionary Model for Variational Autoencoders.	CoRR	2022	DBLP DOI BibTeX RDF
10	Tianlin Liu, Joan Puigcerver, Mathieu Blondel	Sparsity-Constrained Optimal Transport.	CoRR	2022	DBLP DOI BibTeX RDF
10	Yonathan Eder, Yonina C. Eldar	Sparsity Based Non-Contact Vital Signs Monitoring of Multiple People Via FMCW Radar.	CoRR	2022	DBLP DOI BibTeX RDF
10	Tariq Mahmood Khan, Syed Saud Naqvi, Antonio Robles-Kelly, Erik Meijering	Neural Network Compression by Joint Sparsity Promotion and Redundancy Reduction.	CoRR	2022	DBLP DOI BibTeX RDF
10	Connor Holmes, Minjia Zhang, Yuxiong He, Bo Wu 0002	Compressing Pre-trained Transformers via Low-Bit NxM Sparsity for Natural Language Understanding.	CoRR	2022	DBLP DOI BibTeX RDF
10	Hwanwoo Kim, Daniel Sanz-Alonso, Alexander Strang	Hierarchical Ensemble Kalman Methods with Sparsity-Promoting Generalized Gamma Hyperpriors.	CoRR	2022	DBLP DOI BibTeX RDF
10	Hoil Lee, Fadhel Ayed, Paul Jung, Juho Lee 0001, Hongseok Yang, François Caron	Deep neural networks with dependent weights: Gaussian Process mixture limit, heavy tails, sparsity and compressibility.	CoRR	2022	DBLP DOI BibTeX RDF
10	Tomofumi Ohtsuka, Takuya Ikeda, Kenji Kashima	Matrix Pontryagin principle approach to controllability metrics maximization under sparsity constraints.	CoRR	2022	DBLP DOI BibTeX RDF
10	Yuchao Li, Fuli Luo, Chuanqi Tan, Mengdi Wang, Songfang Huang, Shen Li, Junjie Bai	Parameter-Efficient Sparsity for Large Language Models Fine-Tuning.	CoRR	2022	DBLP DOI BibTeX RDF
10	Sébastien Lachapelle, Tristan Deleu, Divyat Mahajan, Ioannis Mitliagkas, Yoshua Bengio, Simon Lacoste-Julien, Quentin Bertrand	Synergies Between Disentanglement and Sparsity: a Multi-Task Learning Perspective.	CoRR	2022	DBLP DOI BibTeX RDF
10	Yi Yu 0002, Lu Lu 0005, Yuriy Zakharov 0001, Rodrigo Caiado de Lamare, Badong Chen	Study of Robust Sparsity-Aware RLS algorithms with Jointly-Optimized Parameters for Impulsive Noise Environments.	CoRR	2022	DBLP DOI BibTeX RDF
10	Qile Zhao, Xianhong Zhao, Xu Ma, Xudong Chen, Gonzalo R. Arce	A Fast Alternating Minimization Algorithm for Coded Aperture Snapshot Spectral Imaging Based on Sparsity and Deep Image Priors.	CoRR	2022	DBLP DOI BibTeX RDF
10	Hananeh Aliee, Till Richter, Mikhail Solonin, Ignacio Ibarra, Fabian J. Theis, Niki Kilbertus	Sparsity in Continuous-Depth Neural Networks.	CoRR	2022	DBLP DOI BibTeX RDF
10	Heng-Yi Wu, Jingqing Zhang, Julia Ive, Tong Li, Narges Tabari, Bingyuan Chen, Vibhor Gupta, Yike Guo	Medical Scientific Table-to-Text Generation with Human-in-the-Loop under the Data Sparsity Constraint.	CoRR	2022	DBLP DOI BibTeX RDF
10	Lei Cheng 0003, Feng Yin, Sergios Theodoridis, Sotirios Chatzis, Tsung-Hui Chang	Rethinking Bayesian Learning for Data Analysis: The Art of Prior and Inference in Sparsity-Aware Modeling.	CoRR	2022	DBLP DOI BibTeX RDF
10	Ian En-Hsu Yen, Zhibin Xiao, Dongkuan Xu	S4: a High-sparsity, High-performance AI Accelerator.	CoRR	2022	DBLP DOI BibTeX RDF
10	Marvin Xhemrishi, Rawad Bitar, Antonia Wachter-Zeh	Distributed Matrix-Vector Multiplication with Sparsity and Privacy Guarantees.	CoRR	2022	DBLP DOI BibTeX RDF
10	Bin Xia, Jingwen He, Yulun Zhang, Yucheng Hang, Wenming Yang, Luc Van Gool	Residual Sparsity Connection Learning for Efficient Video Super-Resolution.	CoRR	2022	DBLP DOI BibTeX RDF
10	André H. Deutz, Michael T. M. Emmerich, Hao Wang 0025	The Hypervolume Indicator Hessian Matrix: Analytical Expression, Computational Time Complexity, and Sparsity.	CoRR	2022	DBLP DOI BibTeX RDF
10	Aravind Sankar	Sparsity-aware neural user behavior modeling in online interaction platforms.	CoRR	2022	DBLP BibTeX RDF
10	Tamir Bendory, Yuehaw Khoo, Joe Kileel 0001, Oscar Mickelin, Amit Singer	Autocorrelation analysis for cryo-EM with sparsity constraints: Improved sample complexity and projection-based algorithms.	CoRR	2022	DBLP DOI BibTeX RDF
10	Simon Foucart	The Sparsity of LASSO-type Minimizers.	CoRR	2022	DBLP DOI BibTeX RDF
10	Kuo-Wei Chang, Tian-Sheuan Chang	VSCNN: Convolution Neural Network Accelerator With Vector Sparsity.	CoRR	2022	DBLP DOI BibTeX RDF
10	Arthur Jacot, Eugene Golikov, Clément Hongler, Franck Gabriel	Feature Learning in L2-regularized DNNs: Attraction/Repulsion and Sparsity.	CoRR	2022	DBLP DOI BibTeX RDF
10	Pavel Záviska, Pavel Rajmic	Analysis Social Sparsity Audio Declipper.	CoRR	2022	DBLP DOI BibTeX RDF
10	Zhuoran Song, Yihong Xu, Zhezhi He, Li Jiang 0002, Naifeng Jing, Xiaoyao Liang	CP-ViT: Cascade Vision Transformer Pruning via Progressive Sparsity Prediction.	CoRR	2022	DBLP DOI BibTeX RDF
10	Weidong Liu 0005, Xiaojun Mao, Xin Zhang 0054	Fast and Robust Sparsity Learning over Networks: A Decentralized Surrogate Median Regression Approach.	CoRR	2022	DBLP BibTeX RDF
10		Signed Binary Weight Networks: Improving Efficiency of Binary Weight Networks by Exploiting Sparsity.	CoRR	2022	DBLP DOI BibTeX RDF
10	Tianlong Chen, Zhenyu Zhang 0015, Pengjun Wang, Santosh Balachandra, Haoyu Ma, Zehao Wang, Zhangyang Wang	Sparsity Winning Twice: Better Robust Generalization from More Efficient Training.	CoRR	2022	DBLP BibTeX RDF
10	Aksheshkumar Ajaykumar Shah, Hemanth Venkateswara	Sparsity Regularization For Cold-Start Recommendation.	CoRR	2022	DBLP BibTeX RDF
10	Venkatesan Guruswami, Peter Manohar, Jonathan Mosheiff	Sparsity and p-Restricted Isometry.	CoRR	2022	DBLP DOI BibTeX RDF
10	Pierre Sevestre, Marine Neyret	Are Graph Representation Learning Methods Robust to Graph Sparsity and Asymmetric Node Information?	CoRR	2022	DBLP DOI BibTeX RDF
10	Tiejin Chen, Yicheng Tao	Learning Sparsity and Randomness for Data-driven Low Rank Approximation.	CoRR	2022	DBLP DOI BibTeX RDF
10	Dinh Dung, Van Kien Nguyen, Christoph Schwab, Jakob Zech	Analyticity and sparsity in uncertainty quantification for PDEs with Gaussian random field inputs.	CoRR	2022	DBLP BibTeX RDF
10	Yiqiang Cai, Shengchen Li	Determining Ratio of Prunable Channels in MobileNet by Sparsity for Acoustic Scene Classification.	CoRR	2022	DBLP DOI BibTeX RDF
10	Junghun Oh, Heewon Kim, Seungjun Nah, Cheeun Hong, Jonghyun Choi, Kyoung Mu Lee	Attentive Fine-Grained Structured Sparsity for Image Restoration.	CoRR	2022	DBLP DOI BibTeX RDF
10	Sheng-Chun Kao, Amir Yazdanbakhsh, Suvinay Subramanian, Shivani Agrawal, Utku Evci, Tushar Krishna	Training Recipe for N: M Structured Sparsity with Decaying Pruning Mask.	CoRR	2022	DBLP DOI BibTeX RDF
10	Xinchi Qiu, Javier Fernández-Marqués, Pedro Porto Buarque de Gusmão, Yan Gao, Titouan Parcollet, Nicholas Donald Lane	ZeroFL: Efficient On-Device Training for Federated Learning with Local Sparsity.	CoRR	2022	DBLP DOI BibTeX RDF
10	Yujia Zheng, Ignavier Ng, Kun Zhang 0001	On the Identifiability of Nonlinear ICA: Sparsity and Beyond.	CoRR	2022	DBLP DOI BibTeX RDF
10	Yuzhu Mao, Zihao Zhao, Meilin Yang, Le Liang, Yang Liu 0165, Wenbo Ding, Tian Lan, Xiao-Ping Zhang 0002	SAFARI: Sparsity enabled Federated Learning with Limited and Unreliable Communications.	CoRR	2022	DBLP DOI BibTeX RDF
10	Alicia Y. Tsai, Juliette Decugis, Laurent El Ghaoui, Alper Atamtürk	State-driven Implicit Modeling for Sparsity and Robustness in Neural Networks.	CoRR	2022	DBLP DOI BibTeX RDF
10	Vishesh Jain, Ashwin Sah, Mehtaab Sawhney	Spencer's theorem in nearly input-sparsity time.	CoRR	2022	DBLP DOI BibTeX RDF
10	Thanh-Dung Le, Rita Noumeir, Jerome Rambaud, Guillaume Sans, Philippe Jouvet	Adaptation of Autoencoder for Sparsity Reduction From Clinical Notes Representation Learning.	CoRR	2022	DBLP DOI BibTeX RDF
10	Onel L. Alcaraz López, Glauber Brante, Richard D. Souza, Markku J. Juntti, Matti Latva-aho	Coordinated Pilot Transmissions for Detecting the Signal Sparsity Level in a Massive IoT Network under Rayleigh Fading.	CoRR	2022	DBLP DOI BibTeX RDF
10	Qian Li, Shafiq R. Joty, Daling Wang, Shi Feng 0001, Yifei Zhang 0003	Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning.	CoRR	2022	DBLP DOI BibTeX RDF
10	Shwai He, Yuhang Li, Chenbo Jiang, Shi Gu	When Sparsity Meets Dynamic Convolution.	CoRR	2022	DBLP DOI BibTeX RDF
10	Declan Jagt, Sachin Shivakumar, Peter Seiler 0001, Matthew M. Peet	Efficient Data Structures for Exploiting Sparsity and Structure in Representation of Polynomial Optimization Problems: Implementation in SOSTOOLS.	CoRR	2022	DBLP DOI BibTeX RDF
10	Ricarda-Samantha Götte, Julia Timmermann	Estimating States and Model Uncertainties Jointly by a Sparsity Promoting UKF.	CoRR	2022	DBLP DOI BibTeX RDF
10	Zonglin Li, Chong You, Srinadh Bhojanapalli, Daliang Li, Ankit Singh Rawat, Sashank J. Reddi, Ke Ye, Felix Chern, Felix X. Yu, Ruiqi Guo, Sanjiv Kumar	Large Models are Parsimonious Learners: Activation Sparsity in Trained Transformers.	CoRR	2022	DBLP DOI BibTeX RDF
10	Hannah Sansford, Alexander Modell, Nick Whiteley, Patrick Rubin-Delanchy	Implications of sparsity and high triangle density for graph representation learning.	CoRR	2022	DBLP DOI BibTeX RDF
10	Fatemeh Karimi, Amir Mehrpanah, Reza Rawassizadeh	LightDepth: A Resource Efficient Depth Estimation Approach for Dealing with Ground Truth Sparsity via Curriculum Learning.	CoRR	2022	DBLP DOI BibTeX RDF
10	Tianyu Ding, Luming Liang, Zhihui Zhu, Tianyi Chen, Ilya Zharkov	Sparsity-guided Network Design for Frame Interpolation.	CoRR	2022	DBLP DOI BibTeX RDF
10	Miel Sharf, Daniel Zelazo	Cluster Assignment in Multi-Agent Systems : Sparsity Bounds and Fault Tolerance.	CoRR	2022	DBLP DOI BibTeX RDF
10	Xiaobao Wu, Anh Tuan Luu, Xinshuai Dong	Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning.	CoRR	2022	DBLP DOI BibTeX RDF
10	Yujie Wang, Chenhao Qi 0001, Ping Li, Zhaohua Lu, Ping Lu 0008	Channel Estimation for Wideband MmWave MIMO OFDM System Exploiting Block Sparsity.	CoRR	2022	DBLP DOI BibTeX RDF
10	Yun-Bin Zhao, Zhi-Quan Luo	Natural Thresholding Algorithms for Signal Recovery with Sparsity.	CoRR	2022	DBLP DOI BibTeX RDF
10	Samuel Braunfeld, Jaroslav Nesetril, Patrice Ossona de Mendez, Sebastian Siebertz	Decomposition horizons: from graph sparsity to model-theoretic dividing lines.	CoRR	2022	DBLP DOI BibTeX RDF
10	Wei Liu, Xin Liu, Xiaojun Chen	An Inexact Augmented Lagrangian Algorithm for Training Leaky ReLU Neural Network with Group Sparsity.	CoRR	2022	DBLP DOI BibTeX RDF
10	Matteo Grimaldi, Luca Mocerino, Antonio Cipolletta, Andrea Calimera	Dynamic ConvNets on Tiny Devices via Nested Sparsity.	CoRR	2022	DBLP DOI BibTeX RDF
10	Anton Xue, Lars Lindemann, Rajeev Alur	Parametric Chordal Sparsity for SDP-based Neural Network Verification.	CoRR	2022	DBLP DOI BibTeX RDF