"gradient variance reduction" Papers

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Dataset Distillation via Knowledge Distillation: Towards Efficient Self-Supervised Pre-training of Deep Networks

Siddharth Joshi, Jiayi Ni, Baharan Mirzasoleiman

ICLR 2025arXiv:2410.02116
4
citations

MISA: Memory-Efficient LLMs Optimization with Module-wise Importance Sampling

Yuxi Liu, Renjia Deng, Yutong He et al.

NEURIPS 2025arXiv:2511.00056

Adaptive Horizon Actor-Critic for Policy Learning in Contact-Rich Differentiable Simulation

Ignat Georgiev, Krishnan Srinivasan, Jie Xu et al.

ICML 2024arXiv:2405.17784
24
citations

BRAIn: Bayesian Reward-conditioned Amortized Inference for natural language generation from feedback

Gaurav Pandey, Yatin Nandwani, Tahira Naseem et al.

ICML 2024arXiv:2402.02479
5
citations