Канал: Khuong An Nguyen

Development of learning theory from Mathematical, Algorithmic and Philosophical Points of View

Development of learning theory from Mathematical, Algorithmic and Philosophical Points of View

Conformal Prediction Tutorial

Conformal Prediction Tutorial

Venn Predictors Tutorial

Venn Predictors Tutorial

Class-wise confidence for debt prediction in real estate management

Class-wise confidence for debt prediction in real estate management

Conformal uncertainty sets for robust optimization

Conformal uncertainty sets for robust optimization

A non-conformity approach towards post-prostatectomy metastasis estimation

A non-conformity approach towards post-prostatectomy metastasis estimation

Transformer-based conformal predictors for paraphrase detection

Transformer-based conformal predictors for paraphrase detection

Fast conformal classification using influence functions

Fast conformal classification using influence functions

Conformal changepoint detection in continuous model situations

Conformal changepoint detection in continuous model situations

Protected probabilistic classification

Protected probabilistic classification

Confidence machine learning for cutting tool life prediction

Confidence machine learning for cutting tool life prediction

Retrain or not retrain: conformal test martingales for change-point detection

Retrain or not retrain: conformal test martingales for change-point detection

Using inductive conformal martingales for addressing concept drift in data stream classification

Using inductive conformal martingales for addressing concept drift in data stream classification

Impact of model-agnostic nonconformity functions on efficiency of conformal classifiers

Impact of model-agnostic nonconformity functions on efficiency of conformal classifiers

Conformal Prediction in Orange

Conformal Prediction in Orange

Calibrating multi-class models

Calibrating multi-class models

Synergy conformal prediction

Synergy conformal prediction

Conformal testing in a binary model situation

Conformal testing in a binary model situation

Shapley-value based inductive conformal prediction

Shapley-value based inductive conformal prediction

A lower bound for a prediction algorithm under the Kullback-Leibler game

A lower bound for a prediction algorithm under the Kullback-Leibler game

Mondrian conformal predictive distributions

Mondrian conformal predictive distributions

Approximation to object conditional validity with inductive conformal predictors

Approximation to object conditional validity with inductive conformal predictors

Workshop: "Federated Machine Learning"

Workshop: "Federated Machine Learning"

Anomaly Detection in Data Streams using Martingales: New Research Issues and Results

Anomaly Detection in Data Streams using Martingales: New Research Issues and Results

Evaluation of updating strategies for conformal predictive systems in the presence of extreme events

Evaluation of updating strategies for conformal predictive systems in the presence of extreme events

Rock Paper Scissors Robot with TensorFlow on a Smartphone

Rock Paper Scissors Robot with TensorFlow on a Smartphone

Rubik Solver Lego Robot in 10 seconds

Rubik Solver Lego Robot in 10 seconds

Vladimir Vapnik Kolmogorov Lecture 2018

Vladimir Vapnik Kolmogorov Lecture 2018

2018 Kolmogorov Medal Award - Professor Vladimir Vapnik

2018 Kolmogorov Medal Award - Professor Vladimir Vapnik

Professor Leonid Levin - Kolmogorov Lecture 2004

Professor Leonid Levin - Kolmogorov Lecture 2004

Professor Ray Solomonoff Kolmogorov Lecture 2003

Professor Ray Solomonoff Kolmogorov Lecture 2003

Prof Leonid Levin Kolmogorov Lecture 2004

Prof Leonid Levin Kolmogorov Lecture 2004

Prof Ray Solomonoff - Kolmogorov Lecture 2003

Prof Ray Solomonoff - Kolmogorov Lecture 2003

Entropy Properties of a Decision Rule Class with ML abilities - Alexey Chervonenkis lecture

Entropy Properties of a Decision Rule Class with ML abilities - Alexey Chervonenkis lecture

Rethinking Statistical Learning Theory by Professor Vladimir Vapnik 2018 Lecture

Rethinking Statistical Learning Theory by Professor Vladimir Vapnik 2018 Lecture

Similarity Control and Knowledge Transfer by Professor Vladimir Vapnik

Similarity Control and Knowledge Transfer by Professor Vladimir Vapnik

Pica-bot Lego Drawing Robot

Pica-bot Lego Drawing Robot

Rock Paper Scissor Kinect

Rock Paper Scissor Kinect

Rubik Solver

Rubik Solver

Printer LEGO Robot

Printer LEGO Robot

Connect 4 Robot with Android phone

Connect 4 Robot with Android phone

Maze Solver Robot

Maze Solver Robot

Rubik Solver Robot

Rubik Solver Robot

Balancing Robot

Balancing Robot

Lego Tic Tac Toe Cross Nought Robot

Lego Tic Tac Toe Cross Nought Robot

Robot plays Connect Four

Robot plays Connect Four

Lego Tic Tac Toe Cross Nought Robot

Lego Tic Tac Toe Cross Nought Robot

Robot draws a house

Robot draws a house

The Magic Light

The Magic Light

Lego Magic Wand

Lego Magic Wand

Lego Mindstorms NXT plays Connect 4 - Human CHEATS

Lego Mindstorms NXT plays Connect 4 - Human CHEATS

Lego Mindstorms NXT Robot plays Connect 4

Lego Mindstorms NXT Robot plays Connect 4

Halfmoon serenade - piano - slow version

Halfmoon serenade - piano - slow version

Half Moon Serenade - piano

Half Moon Serenade - piano

Human Control - Control Robot with hand movements

Human Control - Control Robot with hand movements

Rubik Solver (Cut-version)

Rubik Solver (Cut-version)

Lego Tic Tac Toe - Cross Nought Player

Lego Tic Tac Toe - Cross Nought Player

Lego Tic Tac Toe - Cross Nought Player

Lego Tic Tac Toe - Cross Nought Player

Lego Tic Tac Toe 2

Lego Tic Tac Toe 2

Lego Tic Tac Toe

Lego Tic Tac Toe

Table Toddler

Table Toddler