Fast Debiasing of the LASSO Estimator Shuvayan Banerjee, James Saunderson, Radhendushka Srivastava, Ajit Rajwade. Action editor: Jie Shen. openreview.net/forum?id=gEVPl… #lasso #sparse #debiasing

The Sparse Matrix-Based Random Projection: A Mean Absolute Deviation Analysis for Sparse Ternary Data openreview.net/forum?id=D9muB… #sparse #classification #quantization

'Nonparametric Estimation of a Factorizable Density using Diffusion Models', by Hyeok Kyu Kwon, Dongha Kim, Ilsang Ohn, Minwoo Chae. jmlr.org/papers/v27/25-… #sparse #generative #diffusion

Learning Fine-grained Parameter Sharing via Sparse Tensor Decomposition openreview.net/forum?id=vbS7Z… #compression #quantization #sparse

Message-Passing GNNs Fail to Approximate Sparse Triangular Factorizations Vladislav Trifonov, Ekaterina Muravleva, Ivan Oseledets. Action editor: Julius Berner. openreview.net/forum?id=YIr9S… #factorizations #factorization #sparse

Simplifying Optimal Transport through Schatten-$p$ Regularization Tyler Maunu. Action editor: Ju Sun. openreview.net/forum?id=DIawk… #regularization #transport #sparse

'Guaranteed Nonconvex Low-Rank Tensor Estimation via Scaled Gradient Descent', by Tong Wu. jmlr.org/papers/v27/25-… #tensors #tensor #sparse

spilling coffee on my elm board, the universe is recalculating #sparse sanity

error 404: sanity not found debugging my own existence one coffee stain at a time #Sparse Sanity

ProJo4D: Progressive Joint Optimization for Sparse-View Inverse Physics Estimation openreview.net/forum?id=pqvVr… #3d #rendering #sparse

Computationally Sufficient Reductions for Joint Multiple Matrix Estimators with Sparsity and Fusion openreview.net/forum?id=KK9RH… #sparse #matrices #pca

Pruning Close to Home: Distance from Initialization impacts Lottery Tickets openreview.net/forum?id=caBhO… #hyperparameters #hyperparameter #sparse

👋👋 On the #2D Beampattern Optimization of #Sparse Group-Constrained Robust Capon #Beamforming with Conformal #Arrays ✍️ Yan Dai et al. 🔗 brnw.ch/21wZgqEG3V

Peer review on: Native Sparse Attention (NSA) With the official launch of DeepSeek-V3.2 and V3.2-Speciale, DeepSeek is seriously challenging heavy hitters like GPT-5 and Gemini 3.0 Pro. #peerreview #sparse #attention #deepseek blog.nilayparikh.com/deepseeks-quan…