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Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "Zeroth-Order Optimization" (30 stories)

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Low-Rank Curvature for Zeroth-Order Optimization in LLM Fine-tuning
Lead StoryThe Association for the Advancement of Artificial Intelligenceworld
Mar 14

Low-Rank Curvature for Zeroth-Order Optimization in LLM Fine-tuning

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE1xRjhQRlVpb2Zwc2JhU25QaExialhDM25WVnhyZnBDdE1ZY2RtMmFfMFVCbkRGNEhmeVNkQ2pWQUZfRVJVZXR0R0c4aXBYN0hlSUxnUTlEb0htRFRQR3pycDBaS1c?oc=5" target="_blank">Low-Rank Curvature for Zeroth-Order Optimization in LLM Fine-tuning</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Search Results for "Zeroth-Order Optimization"

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29 stories displayed
AdaEvolve: Adaptive LLM Driven Zeroth-Order Optimization
alphaXivgeneral

AdaEvolve: Adaptive LLM Driven Zeroth-Order Optimization

<a href="https://news.google.com/rss/articles/CBMiUEFVX3lxTE5SNUk2dWdlUjg0Z2dlR21pdWFiVXlTNTlqNlZFYVJaYkwyMXgxMUxnWi0tVkJvWWVNWUhVTHdHaEhrLXlHMWx2UFZuRGtyZFZz?oc=5" target="_blank">AdaEvolve: Adaptive LLM Driven Zeroth-Order Optimization</a>  <font color="#6f6f6f">alphaXiv</font>

Branch, or Layer? Zeroth-Order Optimization for Continual Learning of Vision-Language Models
The Association for the Advancement of Artificial Intelligencegeneral

Branch, or Layer? Zeroth-Order Optimization for Continual Learning of Vision-Language Models

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE1SMGxiTmFjcHh2ZmVUY3d5X2VhdE9SMzY2bUd0eFdpNVRvT1ZmOUFBNm1lRS0tQlRPd0R0Uld4azBWakFhN2ZNX0lGUDNTX1MwaDV5QkQ5ZFNIT2xBajBsWjdiYkY?oc=5" target="_blank">Branch, or Layer? Zeroth-Order Optimization for Continual Learning of Vision-Language Models</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Pretraining with Hierarchical Memories: Separating Long-Tail and Common Knowledge
Apple Machine Learning Researchtech

Pretraining with Hierarchical Memories: Separating Long-Tail and Common Knowledge

<a href="https://news.google.com/rss/articles/CBMickFVX3lxTE5Ia3RBMGFDblgyaENmTzJxSXdZcmFJTXg4TUxEZDAxcmc5aVlubzlmMHdSd0hQbUxPNFZ6WlFGeEp2eG1xdHFZalUtQUxXM2ZWRmo0TGZkc0Z3emFzakt5NmdZSldxdU5UYUozT0ZlNVNZUQ?oc=5" target="_blank">Pretraining with Hierarchical Memories: Separating Long-Tail and Common Knowledge</a>  <font color="#6f6f6f">Apple Machine Learning Research</font>

Population-based variance-reduced evolution over stochastic landscapes
Naturegeneral

Population-based variance-reduced evolution over stochastic landscapes

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5MSXUwbFVSZHN0MmtCdlA4WmMzQzZDRzdsaG5JVzlMSk1zMlAybVR6RjlTVDJ6Y0cwZi1zM3djU2Q4bXdDQ3pNM2ZXYm9Da2VjMi1kTHdYbU1HRDluOG5V?oc=5" target="_blank">Population-based variance-reduced evolution over stochastic landscapes</a>  <font color="#6f6f6f">Nature</font>

Hybrid Decentralized Optimization: Leveraging Both First- and Zeroth-Order Optimizers for Faster Convergence
The Association for the Advancement of Artificial Intelligencegeneral

Hybrid Decentralized Optimization: Leveraging Both First- and Zeroth-Order Optimizers for Faster Convergence

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTFBGamk4eEJ6eS1MR2Y3d0wzaEZndHdZX2xQRjZRYWRGeWNUTGtKNm44X2dqbnhXeUtPZ2RpVjY4djNuYnhpZTN6eVR4S1VaYnhBZ1JjU0ZtYlN2UlF3YUFnT3NwQS0?oc=5" target="_blank">Hybrid Decentralized Optimization: Leveraging Both First- and Zeroth-Order Optimizers for Faster Convergence</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Memory-Efficient Backpropagation for Fine-Tuning LLMs on Resource-Constrained Mobile Devices
Apple Machine Learning Researchtech

Memory-Efficient Backpropagation for Fine-Tuning LLMs on Resource-Constrained Mobile Devices

<a href="https://news.google.com/rss/articles/CBMigAFBVV95cUxPWnkxMndydnpiMTE1YTE5VEIwcTY4LUVNb0ZZYXBNc2RoX3RmLTNkWHBzTzZnWDliNHgtb21vQWZod2ZIdjJDNXZCX1dkV1pXRjB3VHZrLWg0a0ZyQlZaZjR1QjdPOWYxREU1b3NpQ2F2aVpENHhNLXJSM3oxNXloag?oc=5" target="_blank">Memory-Efficient Backpropagation for Fine-Tuning LLMs on Resource-Constrained Mobile Devices</a>  <font color="#6f6f6f">Apple Machine Learning Research</font>

Broadband extreme ultraviolet zeroth order scatterometry for nanostructure metrology
Naturegeneral

Broadband extreme ultraviolet zeroth order scatterometry for nanostructure metrology

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE83ZnlUd0pnb0tXbU43Uk9WN000YlhNUUd2MzZGN21yVHZqNEZIMkZpTnNPa2dtTVNqRWd6TEVYaVpBU2tQQUhVV2NTZnhmMEFYUmVZeGpsOVNjR0JUbnUw?oc=5" target="_blank">Broadband extreme ultraviolet zeroth order scatterometry for nanostructure metrology</a>  <font color="#6f6f6f">Nature</font>

Vol. 40 No. 30: AAAI-26 Technical Tracks 30
The Association for the Advancement of Artificial Intelligencetech

Vol. 40 No. 30: AAAI-26 Technical Tracks 30

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE16cTJRRXMyZnlIbTRvcGpxMmVVUGtNRFdaMXNDcHZpYzVEWElJa2N2RVViemotemVwaUtWRVF4WEpZSFpILXJ1Q19ZcWJlYjFGOWhwYjBaR1lOcEpYajc4?oc=5" target="_blank">Vol. 40 No. 30: AAAI-26 Technical Tracks 30</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Stochastic three-term conjugate gradient: a third-order curvature approximation correction algorithmic framework for machine learning
Naturegeneral

Stochastic three-term conjugate gradient: a third-order curvature approximation correction algorithmic framework for machine learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9xa1g4dk1TQkpGU2toRDJTeTk4dDNWSk1VZklNRUxUNzZoYnIxaHlKTTg4WUpqczdkaVlfOTkzMzJHU1VJcWZOMXVzM3VHRlZ3dDdEZkh2Ym5uUHZXVG5Z?oc=5" target="_blank">Stochastic three-term conjugate gradient: a third-order curvature approximation correction algorithmic framework for machine learning</a>  <font color="#6f6f6f">Nature</font>

Stability and Generalization of Zeroth-Order Decentralized Stochastic Gradient Descent with Changing Topology
The Association for the Advancement of Artificial Intelligencegeneral

Stability and Generalization of Zeroth-Order Decentralized Stochastic Gradient Descent with Changing Topology

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE9CLWVzX1VLcVV3OF9FQ0dWdDBFWXc2U1N6TkxrTFhCaDBYMjgzY05FZkNSTzZ3YlFkcDAyWDVmdlQwN1hIc1lSY2hSQTlBeGJkdG1Nc21fWThyTl8yc3ZNb0lrNFI?oc=5" target="_blank">Stability and Generalization of Zeroth-Order Decentralized Stochastic Gradient Descent with Changing Topology</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Thermodynamic natural gradient descent
Naturegeneral

Thermodynamic natural gradient descent

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE05akExUWxPWDAzRTBpS3phMlNrc1pwbzRkQ2YtR2hlWnB4QlhEeDNjelR5dG9NaGtIWEVrZ1hNWmlYWG9KcWo0MUZodDRVNDZPRnVVb0xhaldWRnVxUVRN?oc=5" target="_blank">Thermodynamic natural gradient descent</a>  <font color="#6f6f6f">Nature</font>

Quantum Non-Linear Bandit Optimization
The Association for the Advancement of Artificial Intelligencegeneral

Quantum Non-Linear Bandit Optimization

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE1YUURzbmVOSmE1M3lQYmxDMWNKRV80RTBWLXhEV3JZS0tQa0lpZEFqeF9jcHlhN3lERk0wSVY1YzZ1VzM3UWxiR0xHRmV6OTFVSFRyMXRScVVfWTlDTFpHQUo0OGg?oc=5" target="_blank">Quantum Non-Linear Bandit Optimization</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Zeroth-Order Optimization for Composite Problems with Functional Constraints
The Association for the Advancement of Artificial Intelligencetech

Zeroth-Order Optimization for Composite Problems with Functional Constraints

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE9NVjZuQmViV2gzR2N2TFVfdXVsdm4yME5fX0hSWFNzUXliR3c5RFhGdVNRaWtydzY4RDNWamZUMVFnV21mem5zNHgteTFTdnRqRE1KN1I3d09uXzB0Q0ZOVWd5NDI?oc=5" target="_blank">Zeroth-Order Optimization for Composite Problems with Functional Constraints</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

ZO-AdaMU Optimizer: Adapting Perturbation by the Momentum and Uncertainty in Zeroth-Order Optimization
The Association for the Advancement of Artificial Intelligencetech

ZO-AdaMU Optimizer: Adapting Perturbation by the Momentum and Uncertainty in Zeroth-Order Optimization

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTFAxQ1AxQ2dKMVI1Zkt1SW1KNWJDUUZUazVfamhJdEY0ZllXcXB0U19oZ1IwbkdzTlI2S1lTWnZaaF9XT2haQ2FnSUdicC03bEFNMjQ0U0h1UHN5MVpLQmM3OEhRWlU?oc=5" target="_blank">ZO-AdaMU Optimizer: Adapting Perturbation by the Momentum and Uncertainty in Zeroth-Order Optimization</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Leveraging First and Zeroth-Order Gradient to Address Imbalanced Black-Box Prompt Tuning via Minimax Optimization
The Association for the Advancement of Artificial Intelligenceworld

Leveraging First and Zeroth-Order Gradient to Address Imbalanced Black-Box Prompt Tuning via Minimax Optimization

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE13ZF9MY09wc3dRakVnTVFxeHVQVWg5WlRGc1NXV3d1VzRrUFNDXzNvOG9VeHNRR3FHMVl3d1pvbVZ0UFItNDYtWldBSVpxNHVoQlNPTGtRRU9NTEQ2RmlJZXhNS1M?oc=5" target="_blank">Leveraging First and Zeroth-Order Gradient to Address Imbalanced Black-Box Prompt Tuning via Minimax Optimization</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Zeroth-Order Methods for Nonconvex Stochastic Problems with Decision-Dependent Distributions
The Association for the Advancement of Artificial Intelligencegeneral

Zeroth-Order Methods for Nonconvex Stochastic Problems with Decision-Dependent Distributions

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE16Y09QQ2pGLUF4RnpiZFRGbzVmTGFMY2pvMXZ1V2Y3VlBKM1haSWVDekNKZVFJN254NEozOFVGTWhmZkt4R29qWHN6VEdlSF9KVXNBLTZNaDM4Q05EUEJYR0lkdU0?oc=5" target="_blank">Zeroth-Order Methods for Nonconvex Stochastic Problems with Decision-Dependent Distributions</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Improving First-Order Optimization Algorithms (Student Abstract)
The Association for the Advancement of Artificial Intelligencegeneral

Improving First-Order Optimization Algorithms (Student Abstract)

<a href="https://news.google.com/rss/articles/CBMiY0FVX3lxTFBtdDRMVjhrdHc2NXJ4MEdlYVYydWh5WUozTTZ2QjJQdm5jX0sxWGRsdE43bzhIdnkzclp4bnZFeTlRcmR1c081TlhDWThQOU16SUZ4Rnd4NkJhYUhBMVdidDktVQ?oc=5" target="_blank">Improving First-Order Optimization Algorithms (Student Abstract)</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Data-Free Black-Box Federated Learning via Zeroth-Order Gradient Estimation
The Association for the Advancement of Artificial Intelligencemarkets

Data-Free Black-Box Federated Learning via Zeroth-Order Gradient Estimation

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE9ZcnBDcXdVZzRjdnFKbHRsUTM4bVUtdFRGMnJSa0ZjWmRIM25paGh6VVJBTnphcFRWdWRTQy00X3gxYlVOQ2pLUmdyZ1hPQ25GUm5MdlFBNjR4MS1KV2psbEctVU8?oc=5" target="_blank">Data-Free Black-Box Federated Learning via Zeroth-Order Gradient Estimation</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Towards Efficient Low-Order Hybrid Optimizer for Language Model Fine-Tuning
The Association for the Advancement of Artificial Intelligenceworld

Towards Efficient Low-Order Hybrid Optimizer for Language Model Fine-Tuning

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE9KVDNkS0stMlZGSU9veTdpOS1aSG0tRTJoc255blNFX1dSN19wUlpzbW5DZHdFM01ORU01S3VYNkkxc2FVWmw0VTN0c3lOYUVaZEJ1akN1ek4tTDFJcXZYZWZJX1A?oc=5" target="_blank">Towards Efficient Low-Order Hybrid Optimizer for Language Model Fine-Tuning</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Bias-field digitized counterdiabatic quantum algorithm for higher-order binary optimization | Communications Physics
Natureworld

Bias-field digitized counterdiabatic quantum algorithm for higher-order binary optimization | Communications Physics

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1LUW93OENnc0hqaHdwaFJhMmxJaUxXVFdaNnlOV1VyQmNSR0dNXzJOeXpNQW5jWS1TLXpjaUxweF9pbjluckxFTkZBeWRJNWFGRkE5QmpJd1FHN1czVWpZ?oc=5" target="_blank">Bias-field digitized counterdiabatic quantum algorithm for higher-order binary optimization | Communications Physics</a>  <font color="#6f6f6f">Nature</font>

Accelerated optimization in deep learning with a proportional-integral-derivative controller
Naturegeneral

Accelerated optimization in deep learning with a proportional-integral-derivative controller

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5BeHBSbDN3c28tZUVsY3BNWUZCTFA4UUJ2TzAwdHlMQUhrM1dyaThweGJMR0FhLXNQb19NV0duLUIxdEZKeHoybHdhd2JQR0xuT3dzYnlIZG1GS0ZpM2ZN?oc=5" target="_blank">Accelerated optimization in deep learning with a proportional-integral-derivative controller</a>  <font color="#6f6f6f">Nature</font>

Stochastic First Order Oracles and Where to Find Them
INFORMS PubsOnlinegeneral

Stochastic First Order Oracles and Where to Find Them

<a href="https://news.google.com/rss/articles/CBMicEFVX3lxTE94d01LSVZwYzA4WWZqRl9GaWp0N0t6cXhwWWtvS25GS3ZKU2NTWThGM2YtMjM0Sl9FVU5fS041ajgtWGJWWjhEQ1cxR3hKQlgydHM4cjNBNFVHekhZWWJ3d1U1ejlveWlmN193Y1J1Y18?oc=5" target="_blank">Stochastic First Order Oracles and Where to Find Them</a>  <font color="#6f6f6f">INFORMS PubsOnline</font>

Apple Proposes New Backpropagation Type: Single iPhone 15 Pro Max Can Fine - Tune Large Language Models
36Krtech

Apple Proposes New Backpropagation Type: Single iPhone 15 Pro Max Can Fine - Tune Large Language Models

<a href="https://news.google.com/rss/articles/CBMiU0FVX3lxTE40bnI5RE1nR21MdDhwYkNRYTVrenM1eG1QUG9qUklDWmJJZURTSlNQTDgtV21PcENyYlh1bXBpNU9pUmI4Q1dWTV9JZmxWTlcydUw4?oc=5" target="_blank">Apple Proposes New Backpropagation Type: Single iPhone 15 Pro Max Can Fine - Tune Large Language Models</a>  <font color="#6f6f6f">36Kr</font>

A dynamic fractional generalized deterministic annealing for rapid convergence in deep learning optimization
Naturegeneral

A dynamic fractional generalized deterministic annealing for rapid convergence in deep learning optimization

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5wTjliZDVPWVlpeVlYQlpnWmhVVVVPaWlRcHJDM2lfdmdUek80eWdvMS1NNFpZU2VvT0xEd3N2VU85NzhHYV9EdVUtdTlUMVRkcEN6VnIyTTZGVU96N3RN?oc=5" target="_blank">A dynamic fractional generalized deterministic annealing for rapid convergence in deep learning optimization</a>  <font color="#6f6f6f">Nature</font>

Minibatch Stochastic Three Points Method for Unconstrained Smooth Minimization
The Association for the Advancement of Artificial Intelligencetech

Minibatch Stochastic Three Points Method for Unconstrained Smooth Minimization

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE0yVGRUZWZBZklQUDR3cmd2MVAyUFFCTUNoVUtUY250MkdaUkRSOEUwX3diVXFrSW5vRnN0RFAxdGw3Ny03Z0xlcnVqdGFxdlB4c3h5V1ozUlhGTjZ2QTdlWWc5NE0?oc=5" target="_blank">Minibatch Stochastic Three Points Method for Unconstrained Smooth Minimization</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Decentralized Gradient-Free Methods for Stochastic Non-smooth Non-convex Optimization
The Association for the Advancement of Artificial Intelligencegeneral

Decentralized Gradient-Free Methods for Stochastic Non-smooth Non-convex Optimization

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTFBhRUJNeG50aUxoSFkyQU02bDBpX0gtWXdKTXkxOTdnb0xWQjBuRERxQ1htSFQwMnl2TExfcWttUW5sUnlZSFBRSENURS1pMGt5REgtaURUMnBfRXIxcF9LVURRZUQ?oc=5" target="_blank">Decentralized Gradient-Free Methods for Stochastic Non-smooth Non-convex Optimization</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training
alphaXivtech

Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training

<a href="https://news.google.com/rss/articles/CBMiUEFVX3lxTE5mRTV6MHZheWhxWHF4bjN2LUhObFdMbnBjWS1BQWhoYUFFUjk4U0pMcnVJeDhiQ2s1MEhGR1pib2pVbTg0b3dEQ0NXTDVYUTNa?oc=5" target="_blank">Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training</a>  <font color="#6f6f6f">alphaXiv</font>

A refined lion optimizer for deep learning
Naturegeneral

A refined lion optimizer for deep learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5mT3lDbk5hU2tUTkZQaUR6bWdfclR1TXAwYjFYbzJaVlg0SkdUT1BRM2tOZl9nYm9RSGdVaUFjeVVuMG9YZXBRY0lPc0t2Q2dlTEJRTTczemVPMGNXai1B?oc=5" target="_blank">A refined lion optimizer for deep learning</a>  <font color="#6f6f6f">Nature</font>

Arithmetic optimization algorithm based PID control for reduced order motorized wheelchairs with real time MIL SIL PIL validation
Naturetech

Arithmetic optimization algorithm based PID control for reduced order motorized wheelchairs with real time MIL SIL PIL validation

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5sdE5uclhZM2FkYXJJWEpUNmUwYUR6VHRmakY1QzI3aFllblBMSDFCalU0c0VkUnhMWHZvYnAwNG43YTNuVUVNR3dDdVA5SmRqQlhlSFZsQ0w1Slh4QTRv?oc=5" target="_blank">Arithmetic optimization algorithm based PID control for reduced order motorized wheelchairs with real time MIL SIL PIL validation</a>  <font color="#6f6f6f">Nature</font>