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)
58:38
Controlling Language Models–Lisa Li (Stanford)
35.1K views11 months ago
YouTubePaul G. Allen School
Scaling Data-Constrained Language Models
1:03:59
Scaling Data-Constrained Language Models
5K viewsAug 15, 2023
YouTubeSimons Institute for the Theory of Computing
Model Predictive Control from Scratch: Derivation and Python Implementation-Optimal Control Tutorial
47:27
Model Predictive Control from Scratch: Derivation and Python Implementation-Optimal Control Tutorial
41.3K viewsSep 14, 2023
YouTubeAleksandar Haber PhD
EE-564: Lecture-2 (Optimal Control): Language, Notion and Basic Concepts of System Theory
1:10:22
EE-564: Lecture-2 (Optimal Control): Language, Notion and Basic Concepts of System Theory
3.6K viewsJan 8, 2021
YouTubeshyam kamal
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
Hanjun Dai: Preference Optimization for Large Language Models
1:28:44
Hanjun Dai: Preference Optimization for Large Language Models
1.3K viewsJan 1, 2025
YouTubeMayur Naik
37:16
Hands-on 10: Large Language Model Alignment with Direct Preference Optimization
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YouTubeBrainOmega
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AI Agents as Universal Task Solvers and the Savant Regime of Large Language Models
29 views2 weeks ago
YouTubestfnstt
4:28
DataFlex: Unified Data-Centric LLM Training
3 weeks ago
YouTubeAI Research Roundup
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Training Specialized Language Models with Less Data: An End-to-End Practical Guide
333 views5 months ago
YouTubePyData
1:16:10
Optimal Control (CMU 16-745) 2025 Lecture 24: Data-Driven Control and Behavior Cloning
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YouTubeMIT Robotic Exploration Lab
7:54
29. Why Model Selection matters?
66 views4 weeks ago
YouTubeShriram Vasudevan
6:40
Scaling Laws for Neural Language Models
49 views5 months ago
YouTubeMayuresh Shilotri
14:49
Nemotron-Flash: Towards Latency-Optimal Hybrid Small Language Models
26 views4 months ago
YouTubeAI Papers Podcast Daily
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Model evaluation and selection | Data Science | machine learning
3.4K viewsJun 1, 2023
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1:47:11
Lessons from AlphaZero for Optimal, Model Predictive, and Adaptive Control, Lecture at KTH
5.7K viewsNov 20, 2021
YouTubeDimitri Bertsekas
23:05
Multi GPU Fine Tuning of LLM using DeepSpeed and Accelerate
9.4K viewsJul 29, 2024
YouTubeAI Anytime
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Automated algorithm selection discovery via LLMs | Lujan, Alomairy, Shah | JuliaCon Global 2025
336 views6 months ago
YouTubeThe Julia Programming Language
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AI Prompt Programming: Beyond DSPy & TextGrad: PDL
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YouTubeDiscover AI
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Decide the Optimal Lag Selection for Your Model (Eviews13) #lags #lagselection #aic #sic #hqic #ardl
1.5K viewsJun 30, 2023
YouTubeData Decoded
14:12
ARDL# 2. Optimal Lag Selection in ARDL Model using R Studio
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YouTubeDr Himani Gupta
29:46
Nonlinear Model Predictive Control
17.8K viewsDec 19, 2014
YouTubeMaplesoft
23:58
LLM Calibration and Automatic Hallucination Detection via Pareto Optimal Self-supervision
599 viewsJul 9, 2023
YouTubeArxiv Papers
18:19
Model selection and Generalisation / KTU CS / Machine learning
11.9K viewsSep 23, 2020
YouTubeEduFlair KTU CS
2:57
Neural Decoding and AI: Large language models aid BCI speech decoding
6 views2 months ago
YouTubeParadromics
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LSTM Hyper-Parameter Selection - A hierarchical interaction aware approach: Porting Language Models
97 viewsMay 23, 2021
YouTubeNeural Reinforcements
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#287 Code-Optimized Reasoning Training: Teaching LLMs to Reason with Tools
133 views5 months ago
YouTubeData Science Gems
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In-Context Representation Learning for LLMs
39 views6 months ago
YouTubeKnut Jägersberg
42:11
Compute Optimal Scaling of Skills: Knowledge vs Reasoning | Nicholas Roberts
15 views1 month ago
YouTubeData Foundations of AI
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