Marktechpost

MARCH 22, 2025

The algorithm also remains effective when applied to off-policy datasets, underlining its practicality in real-world scenarios with imperfect data. The research team created a meaningful evaluation framework by introducing ColBench as a benchmark tailored for realistic, multi-turn tasks.

AI Research 104

AI Research AI Researcher Large Language Models AI 104

Flipboard

JUNE 7, 2023

Google’s artificial intelligence (AI) research lab DeepMind has achieved a remarkable feat in computer science through its latest AI system, AlphaDev. This specialized version of AlphaZero has made a significant breakthrough by uncovering faster sorting and hashing algorithms, which are essential …

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Algorithm Artificial Intelligence Artificial Intelligence AI Research 163

Unite.AI

FEBRUARY 15, 2025

In 2023, Microsoft suffered such an incident, accidentally exposing 38 terabytes of private information during an AI research project. AI training datasets may also be vulnerable to more harmful adversarial attacks. Research shows that poisoning just 0.001% of a dataset is enough to corrupt an AI model.

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Machine Learning AI AI Algorithm 191

Unite.AI

MAY 10, 2024

Researchers and students often find themselves inundated with lengthy research papers, making it challenging to quickly grasp the core ideas and insights. AI-powered research paper summarizers have emerged as powerful tools, leveraging advanced algorithms to condense lengthy documents into concise and readable summaries.

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AI Research AI Researcher Natural Language Processing Machine Learning 147

Unite.AI

JANUARY 23, 2025

AI systems are primarily driven by Western languages, cultures, and perspectives, creating a narrow and incomplete world representation. These systems, built on biased datasets and algorithms, fail to reflect the diversity of global populations. Understanding the Roots of AI Bias AI bias is not simply an error or oversight.

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Algorithm AI Developer AI Development AI 113

Unite.AI

OCTOBER 18, 2024

The 2024 Nobel Prizes have taken many by surprise, as AI researchers are among the distinguished recipients in both Physics and Chemistry. In contrast, Demis Hassabis and his colleagues John Jumper and David Baker received the Chemistry prize for their groundbreaking AI tool that predicts protein structures.

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AI Research AI Researcher Neural Network AI 173

Unite.AI

FEBRUARY 15, 2024

Ramprakash Ramamoorthy, is the Head of AI Research at ManageEngine , the enterprise IT management division of Zoho Corp. As the director of AI Research at Zoho & ManageEngine, what does your average workday look like? What were some of the machine learning algorithms that were used in these early days?

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AI Research AI Researcher Machine Learning AI 162

Marktechpost

DECEMBER 30, 2024

The study conducted a prospective, multicenter observational study to develop and evaluate an ML algorithm, the Sepsis ImmunoScore, designed to identify sepsis within 24 hours and assess critical illness outcomes such as mortality and ICU admission. All credit for this research goes to the researchers of this project.

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AI Tools Algorithm AI AI 113

Marktechpost

OCTOBER 17, 2024

[Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Google AI Researchers Propose ‘MODEL SWARMS’: A Collaborative Search Algorithm to Flexibly Adapt Diverse LLM Experts to Wide-Ranging Purposes appeared first on MarkTechPost.

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LLM Algorithm AI Research AI Researcher 113

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.

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LLM AI Research AI Researcher Large Language Models 84

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. The post Large Language Models Surprise Meta AI Researchers at Compiler Optimization! If you like our work, you will love our newsletter. appeared first on MarkTechPost.

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Large Language Models AI Research AI Researcher LLM 139

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.

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Neural Network Algorithm Continuous Learning Machine Learning 135

Unite.AI

JUNE 15, 2024

As Ölveczky explains, “From our experiments, we have a lot of ideas about how such tasks are solved, and how the learning algorithms that underlie the acquisition of skilled behaviors are implemented.” This could provide valuable insights into how real brains learn and adapt to new challenges. .

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Neural Network Robotics Algorithm Machine Learning 328

NVIDIA

MARCH 18, 2025

Thats why NVIDIA today announced NVIDIA Halos a comprehensive safety system bringing together NVIDIAs lineup of automotive hardware and software safety solutions with its cutting-edge AI research in AV safety. At the technology level, it spans platform, algorithmic and ecosystem safety.

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Software Engineer Algorithm Robotics AI Modeling 116

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

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%

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Metadata Large Language Models Algorithm AI 110

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. You can subscribe to The Sequence below: TheSequence is a reader-supported publication.

Algorithm 105

Algorithm LLM AI AI 105

Analytics Vidhya

NOVEMBER 23, 2023

Join us for a fascinating journey into the world of AI and scientific breakthroughs with Anima Anandkumar. In this engaging podcast, Anandkumar, a respected Bren Professor at Caltech and Senior Director of AI Research at NVIDIA shares insights into the basics of AI thinking, its cross-disciplinary impact, and the game-changing tensor methods.

AI Research 305

AI Research AI Researcher AI AI 305

Analytics Vidhya

SEPTEMBER 25, 2023

Introduction Artificial Intelligence (AI) has catalyzed a profound transformation across diverse sectors, reshaping how we work, create, learn, and interact.

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AI Tools Generative AI Artificial Intelligence Artificial Intelligence 337

Analytics Vidhya

JULY 7, 2024

Introduction Artificial Intelligence (AI) is transforming industries and creating new possibilities in various fields. Stanford University, renowned for its contributions to AI research, offers several free courses that can help you get started or advance your knowledge in this exciting domain.

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Artificial Intelligence Artificial Intelligence AI AI 348

Analytics Vidhya

JANUARY 29, 2024

Introduction As the field of artificial intelligence (AI) continues to grow and evolve, it becomes increasingly important for aspiring AI developers to stay updated with the latest research and advancements.

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Artificial Intelligence Artificial Intelligence Algorithm AI 318

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.

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Artificial Intelligence Artificial Intelligence Algorithm Large Language Models 137

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. If you like our work, you will love our newsletter.

AI Researcher 130

AI Researcher AI Research AI AI 130

Unite.AI

MARCH 10, 2025

Widening Access and Open Models Not long ago, only a handful of labs could build state-of-the-art AI models, but that exclusivity is fading fast. AI capabilities are increasingly accessible to organizations and even individuals, fueling the notion of models as commodities. This is the crux of the commoditization debate.

AI Modeling 200

AI Modeling OpenAI AI AI 200

Unite.AI

NOVEMBER 20, 2024

Driven by a passion for the convergence of technology and medicine, he enthusiastically balances his roles as a practicing radiologist, Assistant Professor of Radiology at Baylor College of Medicine, and AI researcher. Could you elaborate on how AI enhances the capabilities of XCath's endovascular robotic systems?

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Robotics AI AI Computer Vision 130

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 Researcher 130

AI Researcher AI Research Robotics Algorithm 130

AssemblyAI

MARCH 21, 2023

What is the current role of GNNs in the broader AI research landscape? Let’s take a look at some numbers revealing how GNNs have seen a spectacular rise within the research community. We find that the term Graph Neural Network consistently ranked in the top 3 keywords year over year.

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Neural Network Deep Learning AI AI 317

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

AI Weekly

JULY 4, 2024

marktechpost.com AI coding startup Magic seeks $1.5-billion reuters.com Applied use cases Meta drops ‘3D Gen’ bomb: AI-powered 3D asset creation at lightning speed Meta, the tech giant formerly known as Facebook, introduced Meta 3D Gen today, a new AI system that creates high-quality 3D assets from text descriptions in less than a minute.

Artificial Intelligence 265

Artificial Intelligence Artificial Intelligence Robotics Deep Learning 265

Unite.AI

OCTOBER 18, 2023

On the other hand, Meta AI has positioned itself as a proponent of a more open approach, albeit with certain caveats, as evidenced by their LLaMa model family. The direction in which the community leans has profound implications for AI research. Music Generation : AI is also making waves in the creative world.

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Large Language Models Generative AI AI AI 303

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. Join our Telegram Channel , Discord Channel , and LinkedIn Gr oup.

AI Research 109

AI Research AI Researcher Algorithm Explainability 109

AI News

JULY 29, 2024

Meta Chief Executive Officer Zuckerberg previously said that his company planned to acquire 350,000 H100 chips by the end of this year to support its AI research efforts. On the other hand, the push for more advanced AI has also sparked an arms race in chip design.

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AI Developer AI Development Big Data AI 303

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.

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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).

Neural Network 117

Neural Network AI Research AI Researcher Algorithm 117

Marktechpost

JULY 22, 2024

The importance of artificial data in AI research has grown substantially due to several factors: scalability, privacy preservation, diversity and representation, and cost-effectiveness. Bias in artificial data can arise from underlying algorithms and training data, potentially leading to unfair or inaccurate model predictions.

AI Research 122

AI Research AI Researcher Data Scarcity Prompt Engineering 122