Jump to key moments of Data Selection Via Optimal Control For Language Models

Data Selection via Optimal Control for Language Models(COAI, Tsinghua 2024)
55:21
Data Selection via Optimal Control for Language Models(COAI, Tsinghua 2024)
1K viewsNov 19, 2024
bilibilimardinff
Controlling Language Models–Lisa Li (Stanford)
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Controlling Language Models–Lisa Li (Stanford)
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YouTubePaul G. Allen School
Scaling Data-Constrained Language Models
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Scaling Data-Constrained Language Models
5K viewsAug 15, 2023
YouTubeSimons Institute for the Theory of Computing
EE-564: Lecture-2 (Optimal Control): Language, Notion and Basic Concepts of System Theory
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EE-564: Lecture-2 (Optimal Control): Language, Notion and Basic Concepts of System Theory
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Hanjun Dai: Preference Optimization for Large Language Models
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Hanjun Dai: Preference Optimization for Large Language Models
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YouTubeMayur Naik
OPUS: Optimizer-Induced Projected Utility for LLM Data Selection
6:21
OPUS: Optimizer-Induced Projected Utility for LLM Data Selection
114 views2 months ago
YouTubeResearch Paper Review
AI Agents as Universal Task Solvers and the Savant Regime of Large Language Models
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AI Agents as Universal Task Solvers and the Savant Regime of Large Language Models
29 views2 weeks ago
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Model Predictive Control from Scratch: Derivation and Python Implementation-Optimal Control Tutorial
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YouTubeAleksandar Haber PhD
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Optimal Control (CMU 16-745) 2025 Lecture 24: Data-Driven Control and Behavior Cloning
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YouTubeMIT Robotic Exploration Lab
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YouTubePyData
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Scaling Laws for Neural Language Models
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Language Models for Protein Data - Evolutionary Scale Modeling: Amelie Schreiber | Munich NLP 024
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Large Language Models for Optimization
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Automated algorithm selection discovery via LLMs | Lujan, Alomairy, Shah | JuliaCon Global 2025
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YouTubeThe Julia Programming Language
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AI Prompt Programming: Beyond DSPy & TextGrad: PDL
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Direct Preference Optimization
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Optimal Lag Selection for ARDL Model
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ARDL# 2. Optimal Lag Selection in ARDL Model using R Studio
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YouTubeDr Himani Gupta
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Decide the Optimal Lag Selection for Your Model (Eviews13) #lags #lagselection #aic #sic #hqic #ardl
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Reinforcement Learning Applied to Feedback Control
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YouTubeWolfram
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Nonlinear Control: Hamilton Jacobi Bellman (HJB) and Dynamic Programming
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YouTubeSteve Brunton
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Statistical Learning: 2.3 Model Selection and Bias Variance Tradeoff
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YouTubeStanford Online
29:46
Nonlinear Model Predictive Control
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YouTubeMaplesoft
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29. Why Model Selection matters?
66 views4 weeks ago
YouTubeShriram Vasudevan
1:00:14
Training Compute-Optimal Large Language Models (Chinchilla) - Spring 26' ACM ARC #1 | ACM at ASU
43 views2 months ago
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RL + Model-based Control: Using On-demand Optimal Control to Learn Versatile Legged Locomotion
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#287 Code-Optimized Reasoning Training: Teaching LLMs to Reason with Tools
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