Argmax

Vahe Hagopian, Taka Hasegawa, Farrukh Rahman
  • ०.० (०)
  • गणित
  • द्विसाप्ताहिकरित्या अपडेट केलेले

A show where three machine learning enthusiasts talk about recent papers and developments in machine learning. Watch our video on YouTube https://www.youtube.com/@argmaxfm

  1. ०८/१०/२०२४

    Mixture of Experts

    In this episode we talk about the paper "Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer, Azalia Mirhoseini, Krzysztof Maziarz, Andy Davis, Quoc Le, Geoffrey Hinton, Jeff Dean.

    ५५ मिनिटे

  2. ०२/०९/२०२३

    LoRA

    We talk about Low Rank Approximation for fine tuning Transformers. We are also on YouTube now! Check out the video here: https://youtu.be/lLzHr0VFi3Y

    १तास ३मि.

  3. २८/०३/२०२३

    15: InstructGPT

    In this episode we discuss the paper "Training language models to follow instructions with human feedback" by Ouyang et al (2022). We discuss the RLHF paradigm and how important RL is to tuning GPT.

    ५७ मिनिटे

  4. १७/०३/२०२३

    14: Whisper

    This week we talk about Whisper. It is a weakly supervised speech recognition model.

    ४९ मिनिटे

  5. ११/०३/२०२३

    13: AlphaTensor

    We talk about AlphaTensor, and how researchers were able to find a new algorithm for matrix multiplication.

    ४९ मिनिटे

  6. २५/१०/२०२२

    12: SIRENs

    In this episode we talked about "Implicit Neural Representations with Periodic Activation Functions" and the strength of periodic non-linearities.

    ५४ मिनिटे

  7. ३०/०९/२०२२

    11: CVPR Workshop on Autonomous Driving Keynote by Ashok Elluswamy, a Tesla engineer

    In this episode we discuss this video: https://youtu.be/jPCV4GKX9Dw How Tesla approaches collision detection with novel methods.

    ४९ मिनिटे

  8. २३/०८/२०२२

    10: Outracing champion Gran Turismo drivers with deep reinforcement learning

    We discuss Sony AI's accomplishment of creating a novel AI agent that can beat professional racers in Gran Turismo. Some topics include: - The crafting of rewards to make the agent behave nicely - What is QR-SAC? - How to deal with "rare" experiences in the replay buffer Link to paper: https://www.nature.com/articles/s41586-021-04357-7

    ५५ मिनिटे
सर्व पहा (१७)

ह्याविषयी

A show where three machine learning enthusiasts talk about recent papers and developments in machine learning. Watch our video on YouTube https://www.youtube.com/@argmaxfm

माहिती

  • निर्माता
    Vahe Hagopian, Taka Hasegawa, Farrukh Rahman
  • सक्रिय वर्षे
    २०२२ - २०२४
  • एपिसोड्स
    १७
  • मानांकन
    नग्नता विषयक
  • कॉपीराइट
    © 2026 Argmax
  • संकेतस्थळ दाखवा
    Argmax