conftrace_

gradient approximation

35 papers

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Co-occurring keywords

model compression (3302) binary neural network (75) large language model (13587) prompt optimization (190) memory efficiency (261) discrete latent variable (43) sign function (2) black-box tuning (6) low-rank adaptation (560) parameter-efficient fine-tuning (736)

Papers

DeltaGrad: Rapid retraining of machine learning models ICML 2020
Robust modal regression with direct gradient approximation of modal regression risk UAI 2020
Latent Structure Models for Natural Language Processing ACL 2019
Selective Sampling-based Scalable Sparse Subspace Clustering NIPS 2019
A Polynomial Time Algorithm for Log-Concave Maximum Likelihood via Locally Exponential Families NIPS 2019
Approximating Real-Time Recurrent Learning with Random Kronecker Factors NIPS 2018
Structured Evolution with Compact Architectures for Scalable Policy Optimization ICML 2018
Loss Decomposition for Fast Learning in Large Output Spaces ICML 2018
Sub-sampled Cubic Regularization for Non-convex Optimization ICML 2017
On the Convergence Properties of Contrastive Divergence AISTATS 2010