Marktechpost

DECEMBER 7, 2023

Still, there are only a handful of examples with such a dramatic speedup, such as Shor’s factoring algorithm and quantum simulation. The researchers demonstrated that any problem efficiently solvable by a quantum algorithm can be transformed into a situation involving a coupled oscillator network.

Algorithm 120

Algorithm AI Research AI Researcher AI 120

BAIR

MARCH 11, 2024

. --> Every year, the Berkeley Artificial Intelligence Research (BAIR) Lab graduates some of the most talented and innovative minds in artificial intelligence and machine learning. graduates have each expanded the frontiers of AI research and are now ready to embark on new adventures in academia, industry, and beyond.

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Robotics Machine Learning Natural Language Processing Deep Learning 340

Marktechpost

FEBRUARY 16, 2025

Despite these advances, no method has effectively addressed all three key challenges: Long-context generalization Efficient memory management Computational efficiency Researchers from the KAIST, and DeepAuto.ai The model achieves this through a hierarchical token pruning algorithm, which dynamically removes less relevant context tokens.

LLM 84

LLM AI Research AI Researcher Large Language Models 84

Marktechpost

FEBRUARY 22, 2025

Also, OctoTools employs a task-specific toolset optimization algorithm that selects the most relevant tools for each task, thereby improving efficiency and accuracy. The research team extensively evaluated 16 benchmarks covering vision, mathematical reasoning, scientific analysis, and medical applications. OctoTools achieved a 20.7%

Metadata 110

Metadata Large Language Models Algorithm AI 110

Marktechpost

OCTOBER 17, 2024

Don’t Forget to join our 50k+ ML SubReddit. If you like our work, you will love our newsletter.

LLM 113

LLM Algorithm AI Research AI Researcher 113

AWS Machine Learning Blog

MAY 9, 2024

The rapid advancements in artificial intelligence and machine learning (AI/ML) have made these technologies a transformative force across industries. According to a McKinsey study , across the financial services industry (FSI), generative AI is projected to deliver over $400 billion (5%) of industry revenue in productivity benefits.

ML 121

ML Generative AI AI AI 121

Marktechpost

DECEMBER 9, 2023

The study introduces a Markov-chain Monte Carlo expectation-maximization algorithm, drawing inspiration from various related methods. Also, don’t forget to join our 33k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

Machine Learning 125

Machine Learning Algorithm AI Research AI Researcher 125

Marktechpost

SEPTEMBER 24, 2023

LLVM’s optimizer is incredibly complex, with thousands of rules and algorithms written in over 1 million lines of code in the C++ programming language. All Credit For This Research Goes To the Researchers on This Project. The post Large Language Models Surprise Meta AI Researchers at Compiler Optimization!

Large Language Models 139

Large Language Models AI Research AI Researcher LLM 139

Marktechpost

DECEMBER 31, 2024

The researchers devised an algorithm streamlining this process, ensuring exact computation with significantly reduced runtime. The researchers demonstrated the computational efficiency of SHARQ through its single-element algorithm, which achieves a runtime nearly linear in the number of rules.

Data Mining 87

Data Mining Algorithm AI AI 87

Marktechpost

SEPTEMBER 3, 2023

Methods of biological neuromodulation have inspired several plasticity algorithms in models of neural networks. Furthermore, the research team expanded the neural modulation to the range of neuronal plasticity and tested NACA’s continuous learning ability in class continuous learning.

Neural Network 135

Neural Network Algorithm Continuous Learning Machine Learning 135

Marktechpost

OCTOBER 28, 2023

However, a team of researchers from NVIDIA, UPenn, Caltech, and UT Austin have developed an algorithm called EUREKA that uses advanced LLMs, such as GPT-4, to create reward functions for complex skill acquisition through reinforcement learning. Join our AI Channel on Whatsapp. If you like our work, you will love our newsletter.

Large Language Models 128

Large Language Models Algorithm Robotics LLM 128

Marktechpost

FEBRUARY 28, 2025

Traditional MCMC methods frequently struggle with convergence to equilibrium, leading researchers to combine them with non-equilibrium dynamics through techniques like annealed importance sampling (AIS) or sequential Monte Carlo (SMC). Also,feel free to follow us on Twitter and dont forget to join our 80k+ ML SubReddit.

Neural Network 51

Neural Network Algorithm Deep Learning AI Research 51

TheSequence

JUNE 30, 2024

📝 Editorial: The Single-Algorithm AI Chip The dominance of the transformer architecture in generative AI represents a pivotal moment for the AI chip industry. 🛠 Real World AI Incident Response at Meta Meta shares some details about their usage of generative AI for incident response —> Read more.

Algorithm 105

Algorithm LLM AI AI 105

Marktechpost

NOVEMBER 18, 2023

In this paper, the researchers from UC Berkeley have explored a new method to adapt LLMs with RL for goal-directed dialogues. Their contributions include an optimized zero-shot algorithm and a novel system called imagination engine (IE) that generates task-relevant and diverse questions to train downstream agents.

Artificial Intelligence 137

Artificial Intelligence Artificial Intelligence Algorithm Large Language Models 137

Marktechpost

FEBRUARY 24, 2025

The system leverages a scaled-up version of the standard PPO algorithm, optimized specifically for reasoning-oriented tasks. All credit for this research goes to the researchers of this project. Also,feel free to follow us on Twitter and dont forget to join our 80k+ ML SubReddit. The ORZ framework utilizes the Qwen2.5-{7B,

OpenAI 108

OpenAI Algorithm AI Research AI Researcher 108

Towards AI

JANUARY 29, 2025

Key Skills Required to Become a Generative AI Engineer To excel as a Generative AI Engineer, youll need a combination of technical and soft skills: Technical Skills: 1. Programming Languages: Python (most widely used in AI/ML) R, Java, or C++ (optional but useful) 2. Compose music using AI tools like Jukebox.

AI Engineer 98

AI Engineer Generative AI Neural Network BERT 98

Marktechpost

DECEMBER 11, 2023

Pearl’s main policy learning algorithm is called PearlAgent, which has features like intelligent exploration, risk sensitivity, safety constraints, etc., An effective RL agent must be able to use an offline learning algorithm to learn as well as evaluate a policy. Check out the Paper , Github , and Project.

AI Research 130

AI Research AI Researcher AI AI 130

Marktechpost

JULY 22, 2024

The rapid advancement of Artificial Intelligence (AI) and Machine Learning (ML) has highlighted the critical need for large, diverse, and high-quality datasets to train and evaluate foundation models. OAK dataset offers a comprehensive resource for AI research, derived from Wikipedia’s main categories.

AI Research 122

AI Research AI Researcher Data Scarcity Prompt Engineer 122

Marktechpost

DECEMBER 5, 2023

However, this rich structure needs to be taken into consideration by most planning and reinforcement learning (RL) algorithms. The study team feels that it is critical to create RL algorithms with an understanding of their symmetries to increase their sample efficiency and resilience. If you like our work, you will love our newsletter.

AI Research 130

AI Research AI Researcher Robotics Algorithm 130

Marktechpost

MAY 17, 2024

The study uses KL divergence from the supervised fine-tuned (SFT) policy to compare performance across algorithms and budgets, revealing persistent differences. The study complements previous work on RLHF by comparing online and offline RLHF algorithms. Also, don’t forget to follow us on Twitter.

AI Research 109

AI Research AI Researcher Algorithm Explainability 109

Marktechpost

APRIL 20, 2024

Google AI researchers introduced ScaNN vector search library to address the need of efficient vector similarity search, which is a critical component of many machine learning algorithms. All credit for this research goes to the researchers of this project. Check out the Paper and Blog.

Algorithm 104

Algorithm Machine Learning AI AI 104

Marktechpost

JULY 29, 2024

A critical aspect of AI research involves fine-tuning large language models (LLMs) to align their outputs with human preferences. This fine-tuning ensures that AI systems generate useful, relevant, and aligned responses with user expectations. If you like our work, you will love our newsletter.

Algorithm 122

Algorithm Large Language Models AI Research AI Researcher 122

Marktechpost

AUGUST 31, 2024

Researchers have been studying the viability of 1-bit FQT in an endeavor to explore these constraints. The study initially analyses FQT theoretically, concentrating on well-known optimization algorithms such as Adam and Stochastic Gradient Descent (SGD). If you like our work, you will love our newsletter.

Neural Network 117

Neural Network AI Research AI Researcher Algorithm 117

Marktechpost

DECEMBER 8, 2023

The researchers emphasized that the impact of PyPose on robot learning is revolutionary, bridging the classical foundations of robotics with contemporary learning methodologies. PyPose bridges deep learning-based perception algorithms with physics-based optimization to enable improved performance and adaptability in challenging robotic tasks.

Deep Learning 130

Deep Learning Robotics Algorithm AI Research 130

AI Weekly

FEBRUARY 1, 2024

nytimes.com Ethics Explicit Taylor Swift AI images cause legal panic Last week, explicit images of Taylor Swift created using AI were shared across Twitter (X), with some posts gaining millions of views. Join the AI conversation and transform your advertising strategy with AI weekly sponsorship This RSS feed is published on [link].

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Robotics Artificial Intelligence Artificial Intelligence Software Development 264

Marktechpost

OCTOBER 17, 2023

In this research, the authors have redefined the conventional A* search algorithm differently and combined it with a convolutional encoder to create a fully trainable end-to-end neural network planner. Join our AI Channel on Whatsapp. If you like our work, you will love our newsletter. We are also on WhatsApp.

AI Research 123

AI Research AI Researcher Neural Network Robotics 123

Marktechpost

MARCH 11, 2024

A zero-shot evaluation has been carried out to evaluate the effectiveness of several language modeling and information retrieval strategies, such as the ChatGPT model, re-ranking, bi-encoder, and likelihood-based algorithms. All credit for this research goes to the researchers of this project. Check out the Paper and Github.

AI Research 127

AI Research AI Researcher Algorithm AI 127

Marktechpost

MARCH 4, 2024

Efficiency of Large Language Models (LLMs) is a focal point for researchers in AI. A groundbreaking study by Qualcomm AI Research introduces a method known as GPTVQ, which leverages vector quantization (VQ) to enhance the size-accuracy trade-off in neural network quantization significantly.

Machine Learning 131

Machine Learning AI Research AI Researcher Large Language Models 131

Marktechpost

DECEMBER 12, 2024

As artificial intelligence (AI), machine learning (ML), and high-performance computing (HPC) become central to innovation across industries, they also bring challenges that cannot be ignored. an open-source platform designed specifically for AI, ML, and HPC workloads on AMD Instinct GPU accelerators. AMD ROCm 6.3:

ML 104

ML Computer Vision Algorithm Artificial Intelligence 104

Marktechpost

DECEMBER 15, 2023

To address this issue, a team of researchers from Apple has introduced DeepPCR, a unique algorithm that seeks to speed up neural network training and inference. The team has employed the Parallel Cyclic Reduction (PCR) algorithm to retrieve this solution. If you like our work, you will love our newsletter.

Neural Network 128

Neural Network Machine Learning Algorithm Deep Learning 128

Marktechpost

NOVEMBER 17, 2023

Also, don’t forget to join our 33k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more. If you like our work, you will love our newsletter.

Algorithm 125

Algorithm Automation AI Research AI Researcher 125

Marktechpost

FEBRUARY 27, 2025

DeepSeek AI Releases DualPipe, a bidirectional pipeline parallelism algorithm for computation-communication overlap in V3/R1 training. The algorithms key innovation lies in its bidirectional scheduling mechanism. Also,feel free to follow us on Twitter and dont forget to join our 80k+ ML SubReddit.

Algorithm 105

Algorithm Neural Network Deep Learning AI 105

Unite.AI

JULY 24, 2024

This innovation laid the groundwork for further advancements in AI across Apple’s product line. In 2017, Apple introduced Core ML , a machine learning framework that allowed developers to integrate AI capabilities into their apps. In addition to acquisitions, Apple has invested heavily in AI research and development.

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Machine Learning NLP AI AI 223

AWS Machine Learning Blog

MARCH 18, 2025

The rise of generative AI has significantly increased the complexity of building, training, and deploying machine learning (ML) models. Builders can use built-in ML tools within SageMaker HyperPod to enhance model performance.

Machine Learning 98

Machine Learning AI AI ML 98

Marktechpost

JANUARY 15, 2024

The benchmark challenges existing unlearning algorithms, highlighting their limitations and the need for more effective solutions. All credit for this research goes to the researchers of this project. Join our 36k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup.

Large Language Models 135

Large Language Models Machine Learning AI Research AI Researcher 135

Marktechpost

OCTOBER 16, 2024

Evaluating the performance of quantum computers has been a challenging task due to their sensitivity to noise, the complexity of quantum algorithms, and the limited availability of powerful quantum hardware. Researchers have made several attempts to analyze how noise affects the ability of quantum computers to perform useful computations.

AI Research 123

AI Research AI Researcher Inference Engine Algorithm 123

Marktechpost

FEBRUARY 20, 2024

This field forms the foundation for developing algorithms, models, and simulations that solve complex real-world problems. Join our 37k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup. Mathematical reasoning involves the ability to solve problems and justify solutions logically.

AI Research 130

AI Research AI Researcher LLM Algorithm 130