{"total":14,"rows":[{"id":"2402.09668","title":"How to Train Data-Efficient LLMs","created":"2024-02-15","cited_by_count":93,"area":null},{"id":"2505.14826","title":"FisherSFT: Data-Efficient Supervised Fine-Tuning of Language Models Using Information Gain","created":"2025-05-20","cited_by_count":15,"area":null},{"id":"2307.01877","title":"Fast Private Kernel Density Estimation via Locality Sensitive Quantization","created":"2023-07-04","cited_by_count":9,"area":null},{"id":"2208.03915","title":"Dynamic Maintenance of Kernel Density Estimation Data Structure: From Practice to Theory","created":"2022-08-08","cited_by_count":6,"area":null},{"id":"2510.04008","title":"RACE Attention: A Strictly Linear-Time Attention Layer for Training on Outrageously Large Contexts","created":"2025-10-05","cited_by_count":5,"area":null},{"id":"2602.06283","title":"SOCKET: SOft Collision Kernel EsTimator for Sparse Attention","created":"2026-02-06","cited_by_count":3,"area":null},{"id":"2106.11426","title":"Efficient Inference via Universal LSH Kernel","created":"2021-06-21","cited_by_count":2,"area":null},{"id":"2311.13583","title":"Adaptive Sampling for Deep Learning via Efficient Nonparametric Proxies","created":"2023-11-22","cited_by_count":1,"area":null},{"id":"2605.09472","title":"Positional LSH: Binary Block Matrix Approximation for Attention with Linear Biases","created":"2026-05-10","cited_by_count":1,"area":null},{"id":"2610.05174","title":"Locality Sensitive Hashing for p-Exponential Kernels with Applications to Density Estimation","created":"2026-10-04","cited_by_count":1,"area":null},{"id":"2102.12301","title":"Density Sketches for Sampling and Estimation","created":"2021-02-24","cited_by_count":0,"area":null},{"id":"2211.14062","title":"M$^2$M: A general method to perform various data analysis tasks from a differentially private sketch","created":"2022-11-25","cited_by_count":0,"area":null},{"id":"2510.23039","title":"Sublinear Sketches for Approximate Nearest Neighbor and Kernel Density Estimation","created":"2025-10-27","cited_by_count":0,"area":null},{"id":"2512.05540","title":"SCoNE: Spherical Consistent Neighborhoods Ensemble for Effective and Efficient Multi-View Anomaly Detection","created":"2025-12-05","cited_by_count":0,"area":null}],"next_cursor":null}